keras-team / keras

42.8k

Deep Learning for humans

deep-learning tensorflow neural-networks machine-learning data-science python

Good first issues

See all

Convert the docstrings of examples in `examples/*` to use Markdown formatting

Good first issue type:docs stat:contributions welcome

#12219 opened 5 months ago by gabrieldemarmiesse

11

Implement K.reset_uids() for the cntk backend.

Good first issue stat:contributions welcome

#12161 opened 6 months ago by gabrieldemarmiesse

1

implement K.cumsum and K.cumprod for the cntk backend.

Good first issue stat:contributions welcome

#12163 opened 6 months ago by gabrieldemarmiesse

4

Python Updated Jul 21, 2019

scikit-learn / scikit-learn

36.2k

scikit-learn: machine learning in Python

machine-learning python statistics data-science data-analysis

Good first issues

See all

Use retrun_X_y=True when applicable in examples

Easy good first issue help wanted

#14347 opened 8 days ago by qinhanmin2014

6

Remove redundant parameter assignment in examples/tests

Easy good first issue Sprint

#14351 opened 7 days ago by qinhanmin2014

8

Ensure all attributes are documented

Documentation Easy Sprint

#14312 opened 9 days ago by amueller

18

Python Updated Jul 21, 2019

GokuMohandas / practicalAI

18.9k

📚 A practical approach to machine learning.

deep-learning pytorch machine-learning natural-language-processing data-science python

Jupyter Notebook Updated Jun 27, 2019

CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

18.8k

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computatio…

bayesian-methods pymc mathematical-analysis jupyter-notebook data-science statistics

Jupyter Notebook Updated Jul 12, 2019

donnemartin / data-science-ipython-notebooks

16.1k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…

python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn kaggle spark mapreduce hadoop matplotlib pandas numpy scipy keras

Python Updated Apr 10, 2019

explosion / spaCy

13.9k

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

natural-language-processing data-science big-data machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning

Good first issues

See all

Show doc['id'] or at least some other infos for errors when training with CLI

help wanted (easy) enhancement

#3698 opened 2 months ago by Arakkun

9

Export annotation results to pandas dataframe

help wanted (easy) enhancement

#3702 opened 2 months ago by hmswaffles

3

💫 Retokenizer.merge should automatically skip duplicates

help wanted (easy) enhancement

#3687 opened 3 months ago by ines

4

Python Updated Jul 19, 2019

ipython / ipython

13.7k

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, docu…

ipython jupyter data-science notebook python repl

Good first issues

See all

lsmagic returns JSON which makes for awkward UX in JupyterLab

good first issue

#11793 opened about 1 month ago by fperez

2

cleanup >3.5 conditional.

good first issue

#11749 opened about 2 months ago by Carreau

1

Consider applying black to the user-code in the REPL CLI

good first issue

#11735 opened 2 months ago by Carreau

1

Python Updated Jul 16, 2019

eriklindernoren / ML-From-Scratch

11.7k

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focu…

machine-learning deep-learning deep-reinforcement-learning machine-learning-from-scratch data-science data-mining genetic-algorithm

Python Updated Jul 11, 2019

virgili0 / Virgilio

11.4k

Your new Mentor for Data Science E-Learning.

Jupyter Notebook Updated Jul 15, 2019

bulutyazilim / awesome-datascience

10.1k

📝 An awesome Data Science repository to learn and apply for real world problems.

data-science machine-learning data-visualization science data-mining awesome-list deep-learning analytics data-scientists

Updated Jul 15, 2019

rasbt / python-machine-learning-book

10k

The "Python Machine Learning (1st edition)" book code repository and info resource

machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network

Jupyter Notebook Updated Jul 4, 2019

RaRe-Technologies / gensim

9.6k

Topic Modelling for Humans

gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings text-summarization neural-network document-similarity word-similarity fasttext

Good first issues

See all

WordEmbeddingsKeyedVectors.add() doesn't clear `vectors_norm`, causing `IndexError` on later `most_similar()`

easy good first issue bug

#2532 opened about 1 month ago by gojomo

5

Get rid of Python implementation of fastText, word2vec, doc2vec

easy feature

#2511 opened about 2 months ago by mpenkov

Document how to get complete document distribution from LDA

documentation easy

#2489 opened 2 months ago by Antupis

1

Python Updated Jul 21, 2019

hangtwenty / dive-into-machine-learning

9.5k

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

machine-learning data-science scikit-learn ipython-notebook deep-learning jupyter-notebook python courses learning learning-by-doing diy

Updated May 25, 2019

plotly / dash

9.4k

Analytical Web Apps for Python. No JavaScript Required.

dash plotly data-visualization data-science gui-framework flask react python finance bioinformatics technical-computing charting plotly-dash web-app productivity no-javascript modeling no-vba

Good first issues

latex support

Meta: Good First Issue help wanted

#242 opened over 1 year ago by Cyberfly100

6

Should Dash be a Flask Extension?

documentation needed Status: Discussion Needed

#38 opened about 2 years ago by mylbp2ps3

15

Blueprint

documentation needed Status: Discussion Needed

#21 opened about 2 years ago by stsouko

5

JavaScript Updated Jul 19, 2019

tflearn / tflearn

9.2k

Deep learning library featuring a higher-level API for TensorFlow.

tflearn tensorflow neural-network deep-learning machine-learning data-science

Python Updated Apr 12, 2019

afshinea / stanford-cs-229-machine-learning

8.7k

VIP cheatsheets for Stanford's CS 229 Machine Learning

cheatsheet machine-learning data-science supervised-learning unsupervised-learning deep-learning ml-cheatsheet cs229

Updated May 1, 2019

ray-project / ray

8k

A fast and simple framework for building and running distributed applications.

ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection java

Good first issues

See all

[tune] Actor IPs should be fetched from global state.

good first issue

#5168 opened 11 days ago by richardliaw

3

[tune] keep_checkpoints_num logic should be in trainable

good first issue

#5127 opened 16 days ago by richardliaw

2

Add ut for `node.py`

good first issue

#4828 opened 2 months ago by jovany-wang

2

Python Updated Jul 21, 2019

onurakpolat / awesome-bigdata

7.7k

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome bigdata data-warehouse data-analytics data-visualization data-stream database data-science data awesome-list distributed-database series-database stream-processing streaming-data visualize-data

Updated Jul 17, 2019

bharathgs / Awesome-pytorch-list

7.4k

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,t…

Updated Jul 20, 2019

php-ai / php-ml

7.2k

PHP-ML - Machine Learning library for PHP

php machine-learning classification cross-validation feature-extraction artificial-intelligence neural-network data-science dataset machine-learning-algorithms machine-learning-library machine unsupervised-learning regression data-mining dimensionality-reduction supervised-learning ngram-extraction tokenization

Good first issues

Get calculated centroid from Cluster (KMeans)

good first issue

#161 opened over 1 year ago by razak27

1

Svr training error

good first issue

#113 opened almost 2 years ago by mj-mehdizadeh

12

Calculate optimum cluster in K-means

good first issue

#62 opened over 2 years ago by liaram

8

PHP Updated Jul 14, 2019

allenai / allennlp

6.7k

An open-source NLP research library, built on PyTorch.

pytorch nlp natural-language-processing deep-learning data-science python

Good first issues

See all

Allow to specify dataset reader in Predictor.from_path

Good First Issue Contributions welcome

#2949 opened about 1 month ago by mojesty

3

Feature request: separate logging for model computed loss and regularization loss in tensorboard

Good First Issue Contributions welcome

#2300 opened 6 months ago by matt-peters

Improve documentation of _SoftmaxLoss

Good First Issue Contributions welcome

#2302 opened 6 months ago by nelson-liu

Python Updated Jul 20, 2019

OpenRefine / OpenRefine

6.4k

OpenRefine is a free, open source power tool for working with messy data and improving it

datacleansing data-analysis java opendata wikidata journalism data-science data-visualization data-structures openrefine data datajournalism datawrangling dataexploration datatransformer datacleaning datanalysis datamining reconciliation

Good first issues

See all

Labels for Text filter checkboxes are linked to first instance

good first issue bug

#2044 opened 2 months ago by yarl

1

Cursor should show busy when Clustering dialog is updating in the background

good first issue clustering

#2033 opened 3 months ago by thadguidry

7

Extract Wikidata Q-numbers from reconciled items

good first issue enhancement

#1975 opened 5 months ago by ookgezellig

2

Java Updated Jul 21, 2019

EpistasisLab / tpot

6k

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

machine-learning python data-science automl automation scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning random-forest gradient-boosting feature-engineering xgboost

Good first issues

data filename could be provided when exporting

easy enhancement

#838 opened 5 months ago by sergiolucero

1

Improving the User Guide

easy enhancement

#729 opened about 1 year ago by ran88dom99

2

Python Updated Jul 17, 2019

lexfridman / mit-deep-learning

5.5k

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

deep-learning mit self-driving-cars deep-reinforcement-learning deep-rl artificial-intelligence neural-networks segmentation machine-learning data-science deeplearning tensorflow tensorflow-tutorials jupyter-notebooks

Jupyter Notebook Updated Mar 21, 2019

mahmoud / boltons

4.9k

🔩 Like builtins, but boltons. 230+ constructs, recipes, and snippets which extend (and rely on nothing but) the Pyth…

python utilities cache data-structures statistics data-science file queue json recursive standard-library

Python Updated Jul 12, 2019

rushter / data-science-blogs

4.7k

A curated list of data science blogs

data-science machine-learning

Python Updated Jul 11, 2019

Yorko / mlcourse.ai

4.4k

Open Machine Learning Course

machine-learning data-analysis data-science pandas algorithms numpy scipy matplotlib seaborn plotly scikit-learn kaggle-inclass vowpal-wabbit python ipynb docker math

Python Updated Jul 16, 2019

rhiever / Data-Analysis-and-Machine-Learning-Projects

4.3k

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

machine-learning python data-analysis data-science ipython-notebook evolutionary-algorithm

Jupyter Notebook Updated Jul 3, 2019

blei-lab / edward

4.3k

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming

Good first issues

end-to-end examples should all have criticism

Documentation

#181 opened about 3 years ago by dustinvtran

10

automate the Github page updates with Travis

Documentation build

#116 opened about 3 years ago by dustinvtran

Jupyter Notebook Updated Jan 3, 2019

microsoft / recommenders

4.2k

Best Practices on Recommendation Systems

machine-learning recommender ranking deep-learning python jupyter-notebook recommendation-algorithm rating operationalization kubernetes azure microsoft recommendation-system recommendation-engine recommendation data-science tutorial artificial-intelligence

Good first issues

See all

[FEATURE] Azure notebook SETUP

documentation needs discussion

#740 opened 3 months ago by loomlike

1

[FEATURE] Rename "References" to "Additional Reading" in the notebooks and link the reference "in place"

documentation needs discussion

#694 opened 4 months ago by miguelgfierro

1

[FEATURE] add a new folder to put all the code related to tuning: reco_utils/tuning

documentation enhancement

#689 opened 4 months ago by miguelgfierro

6

Jupyter Notebook Updated Jul 20, 2019

data-science

Repositories 8,041

Good first issues

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