Topic: data-science

keras-team / keras

39.7k

Deep Learning for humans

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

Python Updated Apr 2, 2019 9 issues need help

scikit-learn / scikit-learn

34.2k

scikit-learn: machine learning in Python

machine-learning python statistics data-science data-analysis

Python Updated Apr 2, 2019 259 issues need help

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

17.6k

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 Feb 19, 2019

GokuMohandas / practicalAI

16.9k

📚 A practical approach to learning and using machine learning.

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

Jupyter Notebook Updated Mar 20, 2019

donnemartin / data-science-ipython-notebooks

15.3k

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 Feb 11, 2019 5 issues need help

ipython / ipython

13.5k

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

ipython jupyter data-science notebook python repl

Python Updated Mar 31, 2019 24 issues need help

explosion / spaCy

12.8k

💫 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

Python Updated Apr 2, 2019 8 issues need help

eriklindernoren / ML-From-Scratch

11.2k

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 Jan 23, 2019

rasbt / python-machine-learning-book

9.7k

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 Jan 28, 2019

bulutyazilim / awesome-datascience

9.6k

📝 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 Mar 29, 2019

hangtwenty / dive-into-machine-learning

9.2k

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 Mar 28, 2019

tflearn / tflearn

9k

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

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

Python Updated Feb 27, 2019 1 issue needs help

RaRe-Technologies / gensim

8.9k

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

Python Updated Mar 30, 2019 6 issues need help

plotly / dash

8.5k

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

Python Updated Apr 2, 2019 2 issues need help

afshinea / stanford-cs-229-machine-learning

7.4k

VIP cheatsheets for Stanford's CS 229 Machine Learning

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

Updated Mar 30, 2019

onurakpolat / awesome-bigdata

7.3k

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 Feb 12, 2019

php-ai / php-ml

6.8k

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

PHP Updated Apr 2, 2019 4 issues need help

ray-project / ray

6.4k

A system for parallel and distributed Python that unifies the ML ecosystem.

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

Python Updated Apr 2, 2019 19 issues need help

OpenRefine / OpenRefine

6.1k

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

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

Java Updated Apr 2, 2019 18 issues need help

bharathgs / Awesome-pytorch-list

5.9k

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

Updated Apr 2, 2019

allenai / allennlp

5.8k

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

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

Python Updated Apr 2, 2019 2 issues need help

EpistasisLab / tpot

5.5k

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

Python Updated Mar 22, 2019

lexfridman / mit-deep-learning

4.9k

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

tensorlayer / tensorlayer

4.8k

Deep Learning and Reinforcement Learning Library for Developers and Scientists

tensorlayer deep-learning tensorflow machine-learning data-science neural-network reinforcement-learning artificial-intelligence gan a3c tensorflow-tutorials dqn object-detection chatbot python tensorflow-tutorial imagenet google

Python Updated Apr 1, 2019

mahmoud / boltons

4.8k

🔩 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 Feb 28, 2019

rushter / data-science-blogs

4.6k

A curated list of data science blogs

data-science machine-learning

Python Updated Mar 28, 2019

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

4.2k

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 Feb 24, 2019

blei-lab / edward

4.1k

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

Jupyter Notebook Updated Jan 3, 2019

Yorko / mlcourse.ai

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 Apr 1, 2019

h2oai / h2o-3

3.9k

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBo…

Java Updated Apr 2, 2019

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data-science

Repositories 7,065