Brotherlui

pandas_exercises

Practice your pandas skills!

deep-learning-building-blocks

data-science-foundations

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

LASER

Language-Agnostic SEntence Representations

ml-fairness-gym

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

aoc2019

My attempts at solving the daily coding challenges of Advent of Code 2019

xla

Enabling PyTorch on XLA Devices (e.g. Google TPU)

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison

tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ultimate-go

The Ultimate Go Study Guide

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

LSTM-Sentiment-Analysis

Sentiment Analysis with LSTMs in Tensorflow

dliss-tutorial

Tutorial for International Summer School on Deep Learning, 2019

DeepLearning-Gdansk2019-tutorial

Ordinal Regression tutorial for the International Summer School on Deep Learning 2019

deeplearning-models

A collection of various deep learning architectures, models, and tips

CartoonGan-tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

tpu

Reference models and tools for Cloud TPUs.

machine-learning-course

:speech_balloon: Machine Learning Course with Python:

transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

conx

The On-Ramp to Deep Learning

conx-notebooks

Notebooks for Conx, Deep Learning software

wtfpython

What the f*ck Python? 😱

integrating-pandas-with-scikit-learn

Tutorial covering a new workflow available going from pandas to scikit-learn

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.