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bfortuner/ml-study

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Jupyter Notebook
Created almost 8 years ago
Updated over 7 years ago

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ML Learning Sabbatical Study Materials

ML Study

Notebooks and programs for machine learning study

Setup

Install Anaconda
Install python libraries

pip install bcolz
pip install theano
pip install keras

Tools

Tutorials and cheat sheets for libraries and tools

Pandas

Tensorflow

Tutorial on Tensorflow

Matplotlib

Tmux

Wiki on Tmux

Resources

1

ml-glossary

Machine learning glossary

Python

3,005

2

pytorch-kaggle-starter

Pytorch starter kit for Kaggle competitions

Jupyter Notebook

324

3

pytorch_tiramisu

FC-DenseNet in PyTorch for Semantic Segmentation

pytorch-cheatsheet

computer-vision

Computer vision sabbatical study materials

Jupyter Notebook

54

6

problems

Programming practice problems and solutions ;)

Python

39

7

labelml

Machine Learning Image Annotation Tool

Python

36

8

machine-learning

Machine learning sabbatical study materials

Jupyter Notebook

23

9

pytorch-federated-learning

Jupyter Notebook

15

10

learning_data_aug

OpenAI Request for Research - https://blog.openai.com/requests-for-research-2/

Jupyter Notebook

13

11

zoosearch

Search engine for machine learning models and datasets

JavaScript

10

12

higgins

OpenAI-based personal assistant and browser automation tool

Python

9

13

deep_learning_course

Materials for deep learning course created by fast.ai

Jupyter Notebook

8

14

punisher

Cryptocurrency trading library for machine learning research

Jupyter Notebook

6

15

python-algorithms

Notes and functions for Python algorithms course

Python

4

16

healthfed

Federated Learning in Healthcare Data

Python

3

17

epilepsy_diary

Backend FB Messenger Bot To Help Epileptics Track Seizures

Python

3

18

AndroidCaffe2

Demo deploying PyTorch/Caffe2 models to Android

C++

3

19

vaa3d-api

API for running Vaa3D jobs

Python

3

20

lungcancer

Luna and Kaggle Lung Cancer

Jupyter Notebook

2

21

AndroidDemo

Quick prototyping app to learn Android basics

deephacks

hapibot

Frontend FB Messenger Bot To Help Epileptics Track Seizures

label-ai

PyTorch2Android

Run PyTorch models on Android

sealions

kaggle-submissions

Kaggle competition submissions

Jupyter Notebook

1

28

probleeyo

Coding practice problems for mobile devices

JavaScript

1

29

bfortuner.github.io

Old Static Blog w Jekyll

HTML

1

bfortuner/ml-study

bfortuner

Reviews

Repository Details

ML Study

Setup

Tools

Pandas

Numpy

Scikit-learn

Keras

Tensorflow

Matplotlib

Tmux

Resources

More Repositories