Dean/fastai-course-v3 | DagsHub

Topics

Type dataset

General open-data-registry

Integration aws s3

General aws-pds

General sustainability

General agriculture

General earth observation

General geospatial

General life sciences

General machine learning

General climate

Data Domain computer vision

General genomic

General weather

General satellite imagery

General meteorological

General biology

Type model

General genetic

General environmental

Task disaster response

General deep learning

General bioinformatics

General hacktoberfest

Data Domain audio

General natural resource

Task classification

General imaging

General natural language processing

Data Domain nlp

General cancer

General mlops

Integration mlflow

General image processing

General health

General oceans

General hacktoberfest 2023

Data Domain tabular

Integration dvc

General python

General mapping

General coastal

Task image classification

General whole genome sequencing

Framework tensorflow

General biodiversity

General data science

General atmosphere

General covid-19

General elevation

General cog

General strides

General neuroscience

General global

General lidar

General coronavirus

General neuroimaging

Integration git

General cities

General open source software

General ecosystems

General water

General climate model

Framework pytorch

General csv

General neurobiology

General aerial imagery

General astronomy

General archives

General air quality

General land

General transcriptomics

Task object detection

General machine learning project

General analytics

General urban

General food security

General data science project

General bam

General parquet

General energy

General internet

General gps

General continuously operating reference station - cors

General homo sapiens

Framework scikit-learn

General conservation

General tutorial

General encyclopedic

General fastq

Data Domain 3d model

General stac

General cell imaging

General cell biology

General broadcast ephemeris

General medicine

General gnss

General json

General gene expression

General census

General earthquakes

General infrastructure

General chemistry

General robotics

General nara

General solar

General biotech blueprint

General cyber security

General magnetic resonance imaging

General signal processing

General statistics

General labeled

General demography

General molecule

General protein

General mlflow-serving

General cnn

Task autonomous vehicles

General reference index

General ice

General vcf

Task machine translation

Data Domain medical imaging

General mus musculus

Task vision

General neural network

General chemical biology

General transportation

General genetic maps

General neurophysiology

General 1940 census

General geoscience

General video

General multimedia

General planetary

General floods

General financial markets

General population genetics

General llm

Task information retrieval

General osm

General fasta

General marine navigation

General microscopy

General computer security

General biomolecular modeling

General electron microscopy

General population

General regulatory

General deeplearning

Task time series forecasting

General streamlit

General ml pipelines

Task anomaly detection

General data visualization

General medical

General wine quality prediction

Integration arxiv

General reproducibility-challenge

General digital preservation

General genelab

General xgboost

General dagshub

Task denoising

Task semantic segmentation

General market data

General smd ai

Task text generation

General predictive analysis

General civic

General data analytics

General government records

General computer forensics

General survey

General seismology

General commerce

General regression

Integration label studio

General metagenomics

General genome wide association study

General mers

General molecular docking

General traffic

Integration github

General short read sequencing

General nifti

General us-dc

General fluorescence imaging

General broadband

General bathymetry

General demographics

General digital forensics

General sars

General fast5

General metadata

General epigenomics

General blockchain

General amino acid

General long read sequencing

Task chatbot

General copyright monitoring

General random forests

Task sentiment analysis

General llms

General kaggle

General economics

General rag

Task text classification

Task language modelling

General transformers

General healthcare

General artificial-intelligence

General text analysis

General segmentation

General projects

General research

General kidney

General network traffic

General data cleaning

Framework huggingface transformers

General datamanipulation

General events

General electrophysiology

General music

General predictive modelling

General txt

General x-ray tomography

General wildlife

Task medical image segmentation

General deployment

General trading

General data analysis

General covid

General forecast

General space biology

General ensemble learning

General education

General data

General sklearn

General complaints

General test

General cars

Data Domain graph

General speech processing

General github actions

General mining software repositories

General source code

Task text-to-image generation

General intrusion detection

Task music information retrieval

Task speech recognition

General movies

General free software

General data assimilation

General cover song identification

Task question answering

General microbiome

General malware

General marine

General flask

General benchmark

General vep

General organelle

General workload analysis

General detection

General art

General speaker identification

General turbulence

General cram

General variant annotation

General cloud computing

General structural variation

General emotion

General msa

General hydrography

General loftee

General low-pressure turbine

Task face recognition

General near-surface air temperature

General seafloor

General sqlite

General tertiary analysis

General national archives catalog

General pediatric

General prediction

General marine mammals

General mixed file dataset

Task audio classification

General netcdf

General geothermal

General green aviation

General molecular dynamics

General media

General music features dataset

General simulations

General industrial

General computational fluid dynamics

General enzyme

General protein folding

General pandas

General pharmaceutical

General live song identification

General museum

Task active learning

General high-throughput imaging

General hpc

General cell painting

General japanese

General datacenter

General cmip5

General ransomware

General datascience

General structural biology

General autism spectrum disorder

General virus

General culture

General cmip6

General meta learning

General foldingathome

General geophysics

General mining

General tiles

General fewshot

General acoustics

General fisheries

Data Domain reinforcement learning

General space weather

General precipitation

General science

General alchemical free energy calculations

General ukraine

General openfold

Task activity recognition

General keras

General alphafold

General scholarly communication

Task recommendation systems

General timho

General near-surface specific humidity

General recombination maps

General hiring

General csi

General cultural preservation

General 1950 census

General protein template

General bitcoin

General radiation

General histopathology

General whole exome sequencing

General automatic speech recognition

General privacy

General history

General xml

Task named entity recognition

General ai voice clone app

General end to end

General linear regression

General text

General pipeline

Task depth estimation

General autoencoder

General hebrew

General coco

General matplotlib

General ai personal assistant

General python library

General price

General monitoring

General credit card

Task explainable artificial intelligence

General disease

General generative ai

General analysis

General gans

Task sequence-to-sequence language modeling

General huggingface

Task text summarization

Framework pycaret

General snowflake

General eda

General x-ray

Task object classification

General price prediction

General data pipelines

General mnist

General wine

General sports

General mlops zoomcamp

General customer churn

General labelling

General transactional data

General bot

Task automl

General toy

General ai mlops

Task reading comprehension

General docker

General catboost

General aws

General chest cancer predition

General fastai

Task video object segmentation

General master

Task image captioning

General heroku

Task classification with binary neural network

General version control

General instruction following

General news

Task pedestrian detection

General ai voice assistant

General npc

General vector embeddings

General banking

General vector database

General noaa cors network - ncn

Framework ultralytics yolo

General numpy

General mri

Task real-time object detection

General chatgpt plugins

General gender debiasing

General modular coding

General jupyter notebook

General medical classification

General elasticnet

General julia

General continuous integration

General python pakage

Task 3d human pose estimation

General cml

Task food recognition

General aiops

General annotations

Task time series

General malaria

General nltk

Task image generation

General example

General llama2

General colab

General data mining

General codepeak

General evidently

General database

Task minecraft

General numeric arrays

General machine

General social good

General bias

Task object detection in aerial images

General vector embedding database

General mammography

General convolutional neural network

General loan application

General chest x-ray

General credit card defaulter prediction

General bento ml

Task text matching

General customer sentiment analysis

Integration bitbucket

Task text-to-speech synthesis

Task federated learning

General gradient boosting

Task zero-shot object detection

General unet

General fire

General ml deployment

General ai planning

General medical terminology

General zomato

General quantitative

General image

Task music generation

General api

General dagshub as a my favourite data science tool

Task word embeddings

General duckdb

General soup

General supermarket website scraping

General speech

General disease classification

Framework langchain

General ai voice cloning

General minecraft circle generator

Task visual tracking

General neutral

General video-object-segmentation

General sometopic

General portfolio

General chest disease

General discord

General runners

General violence detection

Task audio source separation

General sql

General object

General latent diffusion models

Task neural architecture search

General language

General reviewer recommendation

Task face identification

General cybersecurity

General best pune escorts

Task visual question answering

General mouse

General credit finance fraud

General soccer

General heart valve prosthesis

General understanding

Task feature engineering

General 2022 data science related notes

Task meta-learning

Task 3d pose estimation

General happy

General academic

General scientific documents

General cps

General shap

General argument

General neural search

General cracks and potholes

General beginner

General default customer

Task colorization

Task text-image retrieval

General tinyml

General asv

General car service

General code review

Task license plate recognition

General moez

General visualization

General chatgpt

General man naked on ice

General data streaming

General alpaca

General clot

Task object counting

General histological segmentation

Task domain generalization

Task music classification

Task style transfer

General deno

Task object skeleton detection

General covid19 vaccine

General msr

General wealth

General fraud

General remote working file system

Task rgb-d salient object detection

Task pose estimation

Integration jenkins

General gru

General pune escorts services

Task link prediction

General triplet loss

General finite element method

General number recognition

General dialogpt bot

General openai

General face shape classification for improving styling

General chexnet

General generative design

General mode

General data extraction of deed of trust

General instruct chatgpt

General vsdvsdvsdvssf

General image to audio

General the blogger

General sad

General time prediction

Task data augmentation

General books

General challenge

Task speech enhancement

General get data

General seo

General apple

General ner

General yvual

General html

General house

General mikrocontrollers

General medical image classification

General development

General quack

General gis data

General script

General credit-risk

General gaming

General forest

General food

General devices

General designing

General vls

General phitoplankton

Task transfer learning

General plant

General adsadad asdsadsa -dsadsadsadasdasdasdasdasd

General tumo

General women

Task scientific document summarization

General fastapi

General siamese network

Task face sketch synthesis

General dental

General illegal deforestation

General jitter click test

General integration

General search

General power bi

General prevention

General ctr

General scorecard

General marketing analytics

General malware detection

General payments

General oracle

General sea

General individuals

General food time delivery

General fdffwfwf

Task covid- diagnosis

General mongodb

General parser

General epu index

General movie

General bark

General spam-classifier

Task aesthetics quality assessment

General awesome list

General reels

General bark voice cloning

Task autonomous driving

Task face model

General lungs

Task few-shot learning

General olympics

Task table detection

General dsd

Task classification with binary weight network

General extract mfccs

General tactical decision

Task panoptic segmentation

General credit card default prediction

General alzheimers

General jigsaw

General parkinson disease

General diffusion

Task natural language understanding

General trip

General bug localization

General query

General detection of gaps

General mlpipelines

General large language mode

Task domain adaptation

Task gesture recognition

General cat

Task content-based image retrieval

Task open information extraction

General wordle

General nextjs

General anaomaly detection

Task multi-label text classification

General gemini

General similarity detection

General optical coherence tomography

General omdena-milan chapter mirrored from github repo

Task time series analysis

General fdfwsf

General trial

General kyc

General scw

General engineer

Task object recognition

General alguae

General chat llama

General classifier

General computer-aided design

General orchest

General healt

General weights and biases

General swiggy

General ai4 sustainable agri-food

General ecr

General author dwaipayan chakroborti

General random sampling

General assistant

General smiles

General futbol

Task clustering algorithms evaluation

Task brain tumor segmentation

General bank

General ggs

General diabetes

General man is ugli

General evaluation

Task face detection

General dubai

General weather impacts

General vascular tissue engineering

Task machine reading comprehension

Task face reconstruction

General telecom

General its

General type

General fitnes

General digital marketing

General friendship

General cognitive control

General discount

General agents

General dataframe

General clustering

General precious stones

General dinosaurs

General recipe

General cell segmentation

General taxi fare prediction

Task network intrusion detection

Task edge detection

General physics

Framework flax

General wav

General abc analysis

General obesity

General paper

General gradio

Task hand gesture recognition

General radiometric data

General sdsd

General titanic

General tutorials

General minecraft shapes

General agent

General coronary plaque analysis

Task biomedical information retrieval

General open-cv

General action video games

General kagle

General engine

General emoji

General yolov8

General baseline

Task news classification

General data review

General data version control

General imporoving logistics and optimizing routing

General triathlon

General seaborg

General wdl

Task pedestrian attribute recognition

General coding

General microcontroller

General shopping

General datellite imagery

Task multi-task learning

General marketing

General churn

General modern portfolio theory

General webapps

General vaccine

General interpretability

General ditmodel

General liberia

General bark voice clone

General chest cancer

General java

General tiger

General minecraft blocks

General production optimization

General pickle

General first

General digital pathology

General notes

General man is nervous

General seaborn

General fauna

Task remote sensing image classification

General mosquito

Task face verification

General animals

General project

Task document layout analysis

General semantic search

General giskard

General unit testing

General pytorch2

General pytest

Task salient object detection

General preverified

General finance

General skimage

General vessel segmentation

Task sentence embeddings

General azure

General notebook

General snails

General new upcoming data science projects for 2020

General tasks

General book

General manipu

General xyz analysis

General inventory turnover

General contrastive loss

General corpus

General explainable ai

General eye

General africa

General representation learning

Task face reenactment

General game

General naive-bayes

General albumentations

General vscode

General art generation

General skeleton

General accidents

General moldova

Task image-to-image translation

General optimization

Task network embedding

General lora

General oci

General forecasting

General product webscraping on food systesms

General credit card risk

General 2023 data science collection repo

Task dimensionality reduction

General http traffic data

General pil

General flood prediction

General fashion images

General edema

General dynamic time warpping

General ec2

General seagrass

General exercise videos

General computing

General documents

General singapore

General video-object-segmentatino

Framework jax

Task answer selection

General stroke prediction

General defaulter

General document image

Task sentence classification

General torchdata

General sdw

General lstm

General hyperspectral imaging

General image complexity

Task generalized zero-shot learning

General text-to-video

General short

General tim ho

General insurance

Task fine-grained image classification

General suicide rates analysis

General voice enabled

General hello-world

Task image retrieval

Task audio tagging

Task cross-modal retrieval

Task unsupervised facial landmark detection

General newreposistory for to learning - how dagshub works

Task table-to-text generation

Task conditional image generation

Task robust object detection

Task event extraction

Task weather forecasting

Task keypoint detection

Task image/document clustering

Task human robot interaction

Task document classification

Task weakly-supervised semantic segmentation

Task scene understanding

Task task-oriented dialogue systems

Task deepfake detection

Task document summarization

Task acoustic scene classification

Task face presentation attack detection

Task intent classification

Task image cropping

Task object localization

Task text style transfer

Task binarization

Task traffic sign recognition

Data Domain point cloud

Task weakly-supervised named entity recognition

Task object tracking

Task aspect-based sentiment analysis

Task video prediction

Task depth completion

Task lesion segmentation

Task topic models

Task depression detection

Task rgb salient object detection

Task tokenization

Task dialogue generation

Task optical flow estimation

Task slot filling

Task multiple object tracking

Task music source separation

Task action classification

Task scientific results extraction

Task action anticipation

Task opinion mining

Task decision making

Task multi-object tracking

Task autonomous navigation

Task 3d object recognition

Task jpeg artifact correction

Task video segmentation

Task music modeling

Task density estimation

Task handwriting generation

Task stance detection

Task disparity estimation

Task community detection

Task node classification

Task facial landmark detection

Task optical character recognition

Task computed tomography (ct)

Task contrastive learning

Task hand pose estimation

Task self-supervised learning

Task 3d semantic segmentation

Task event-based vision

Task video summarization

Task egocentric activity recognition

Task 3d face animation

Task dense video captioning

Task novel view synthesis

Task bayesian inference

Task feature selection

Task image stitching

Task 3d shape reconstruction

Task morphological analysis

Task trajectory forecasting

Task patch matching

Task music transcription

Task visual reasoning

Task temporal action localization

Task cross-lingual question answering

Task constituency parsing

Task weakly supervised object detection

Task lane detection

Task structure from motion

Task multimodal unsupervised image-to-image translation

Task referring expression segmentation

Task abstractive text summarization

Task 3d action recognition

Task program repair

Task color image denoising

Task code generation

Task learning-to-rank

Task visual dialog

Task online multi-object tracking

Task scene text

Task small data image classification

Task conversational response selection

Task change point detection

Task hate speech detection

Task trajectory prediction

Task long-tail learning

Task latent variable models

Task clique prediction

Task human detection

Task multimodal activity recognition

Task vision and language navigation

Task probabilistic deep learning

Task action recognition in videos

Task scene graph detection

Task graph matching

Task 3d multi-person pose estimation

Task image registration

Task offline rl

Task unsupervised machine translation

Task few-shot image classification

Task dictionary learning

Task 3d reconstruction

Task stereo matching hand

Task eye tracking

Task human action generation

Task semantic similarity

Task video generation

Task interactive segmentation

Task paraphrase identification

Task whole slide images

Task 3d hand pose estimation

Task speaker diarization

Task defect detection

Task bias detection

Task kg-to-text generation

Task scene text recognition

Task semantic parsing

Task misinformation

Task abnormal event detection in video

Task general reinforcement learning

Task stochastic optimization

Task action localization

Task grasp contact prediction

Task relation classification

Task entity disambiguation

Task adversarial attack

Task video inpainting

Task fine-grained visual recognition

Task person re-identification

Task color constancy

Task monocular depth estimation

Task product recommendation

Task knowledge graph completion

Task image matting

Task starcraft

Task joint entity and relation extraction

Task graph generation

Task monocular 3d object detection

Task scene generation

Task code search

Task dialogue understanding

Task scene segmentation

Task curriculum learning

Task simultaneous localization and mapping

Task self-supervised action recognition

Task abusive language

Task video salient object detection

Task structured prediction

Task chunking

Task 3d human reconstruction

Framework tf lite

Task text simplification

Task multi-label classification

Task 3d point cloud classification

Task goal-oriented dialog

Task dialogue state tracking

Task lexical entailment

Task emotion recognition

Task eeg

Task action segmentation

Task image restoration

Task image clustering

Task visual localization

Task discourse parsing

Task incremental learning

Task gaze estimation

Task gaussian processes

Task unsupervised video object segmentation

Task abuse detection

Task variational inference

Task video question answering

Integration s3 compatible storage

Task compressive sensing

Task dependency parsing

Task boundary detection

Task motion capture

Task motion estimation

Task age estimation

Task adversarial defense

Task node clustering

Task semantic correspondence

Task imputation

Task cross-view image-to-image translation

Task visual place recognition

Task person search

Task deblurring

Task semi-supervised image classification

Task metric learning

Task hyperspectral image classification

Task scene flow estimation

Task head pose estimation

Task motion segmentation

Task zero-shot learning

Task emotion recognition in conversation

Task real-time semantic segmentation

Task spoken language understanding

Task entity linking

Task ssim

Task mathematical question answering

Task 3d absolute human pose estimation

Task visual object tracking

Task saliency detection

Task video frame interpolation

Task visual navigation

Task knowledge graphs

Task 3d multi-object tracking

Task genre classification

Task stereo matching

Task 3d object tracking

Task math word problem solving

Task partial domain adaptation

Task continuous control

Task super-resolution

Task 3d pose estimation using rgb

Task multi-person pose estimation

Task multivariate time series forecasting

Task low-light image enhancement

Task video retrieval

Task audio generation

Task video recognition

Task robot navigation

Task region proposal

Task fact verification

Task 3d shape representation

Task continual learning

Task image super-resolution

Task keyword extraction

Task graph classification

Task video-based person re-identification

Task graph embedding

Task video understanding

Task video description

Task fact checking

Task multi-future trajectory prediction

Task common sense reasoning

Task automated theorem proving

Task natural language inference

Task relational reasoning

Task language identification

Task coreference resolution

Task lipreading

Task action unit detection

Task feature importance

Task grammatical error correction

Task robotic grasping

Task self-driving cars

Integration gitlab

Task click-through rate prediction

Task image denoising

Task image inpainting

Task compositional zero-shot learning

Task speech synthesis

Task line segment detection

Task one-shot learning

Task drug discovery

Task anomaly detection in surveillance videos

Task multi-class classification

Task sketch-based image retrieval

Task question generation

Task sign language recognition

Task graph regression

Task imitation learning

Task colorectal polyps characterization

Task weakly supervised action localization

Task multimodal machine translation

Task word sense disambiguation

Task video super-resolution

Task multiple instance learning

Task data-to-text generation

Task sentence embedding

Task 3d instance segmentation

Task face swapping

Task vehicle re-identification

Task virtual try-on

Task multimodal sentiment analysis

Task scene classification

Task paraphrase generation

Task fairness

Task atari games

Task network pruning

Task activity detection

Task graph representation learning

Task chinese named entity recognition

Task retinal vessel segmentation

Task sound event detection

Task automatic post-editing

Integration new relic

Task facial expression recognition

Task point cloud registration

Task unsupervised domain adaptation

Task quantization

Task entity typing

Task emotion classification

Task single image dehazing

Task graph clustering

Task human-object interaction detection

Task video object detection

Task video classification

Task human part segmentation

Task chinese reading comprehension

Task motion prediction

Task image dehazing

Task relation extraction

Task action spotting

Task scene recognition

Task community question answering

Task instance segmentation

Task video semantic segmentation

Task text-to-sql

Task nested named entity recognition

Task handwriting recognition

Integration google cloud storage

Task animal pose estimation

Task part-of-speech tagging

Task synthetic-to-real translation

Task image quality assessment

Task passage retrieval

Task cross-lingual transfer

Task fake news detection

Task multi-document summarization

Task unsupervised object segmentation

Task fine-grained visual categorization

Task semi-supervised video object segmentation

Task hand segmentation

Task rectification

Task transliteration

Task skeleton based action recognition

Task causal inference

Task face alignment

Framework spacy

Task cross-lingual ner

Task unsupervised image classification

Task video reconstruction

Task visual odometry

Task 3d object detection

Task image enhancement

Task outlier detection

Task source code summarization

Task action detection

Task saliency prediction

Task intent detection

Task core set discovery

Task lesion classification

Task face anti-spoofing

Task 3d pose estimation using rgbd

Task crowd counting

Task sarcasm detection

Task speech separation

Task scene text detection

Task knowledge base question answering

Task semantic textual similarity

Task action quality assessment

Task unsupervised anomaly detection

Task multi-agent reinforcement learning

Task dense pixel correspondence estimation

Task keyword spotting

Task image compression

Task video captioning

Task matrix completion

Task open-domain question answering

Task out-of-distribution detection

Task sign language translation

Task vision-language navigation

Task semantic role labeling

Task tumor segmentation

Task action recognition

Task document ranking

Task real-time strategy games

Task homography estimation

New topics will be added to the General category. Only displaying topics that weren't autoscanned from topics file

images

Corrected image

5 years ago

00_notebook_tutorial.ipynb

Added a newline to aid readability (#440)

4 years ago

crappify.py

Fix for Windows - using os.sep for separator in pattern, adding comma… (#212)

5 years ago

lesson1-pets.ipynb

Strip

4 years ago

lesson2-download.ipynb

Fix URL grab method for new Google images DOM (#450)

4 years ago

lesson2-sgd.ipynb

Update notebooks and check

5 years ago

lesson3-camvid-tiramisu.ipynb

Fix to minor issue 419 - removed unused size parameter (#446)

4 years ago

lesson3-camvid.ipynb

enable learn.destroy() in lesson3-camvid.ipynb (#292)

4 years ago

lesson3-head-pose.ipynb

Fix the transform call to use the augmented tfms (#263)

5 years ago

lesson3-imdb.ipynb

typos

5 years ago

lesson3-planet.ipynb

Improve default command for installing libraries (#271)

4 years ago

lesson4-collab.ipynb

Update for v1.0.46

5 years ago

lesson4-tabular.ipynb

Update notebooks

5 years ago

lesson5-sgd-mnist.ipynb

Add Pascal 2007 and 2012

5 years ago

lesson6-pets-more.ipynb

update notebook outputs (summary)

5 years ago

lesson6-rossmann.ipynb

plot_losses does not seem to take 'last' argument anymore, so changed to skip_start to give similar plot. (#389)

4 years ago

lesson7-human-numbers.ipynb

Fixed a bug in Model0 (#298)

4 years ago

lesson7-resnet-mnist.ipynb

Update for v1.0.46

5 years ago

lesson7-superres-gan.ipynb

Add Pascal 2007 and 2012

5 years ago

lesson7-superres-imagenet.ipynb

Add Pascal 2007 and 2012

5 years ago

lesson7-superres.ipynb

Add Pascal 2007 and 2012

5 years ago

lesson7-wgan.ipynb

Add Pascal 2007 and 2012

5 years ago

rossman_data_clean.ipynb

Fix typo (#295)

4 years ago