iamtomcheng

al-go-rithms

:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/

an_intro_to_probabilistic_programming

This is the code for the "An intro to probabilistic programming with Uber's Pyro" by Siraj Raval on Youtube

CloudChamberTrackClassification

coding-interview-university

A complete computer science study plan to become a software engineer.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dgcnn

fastai

The fast.ai deep learning library, lessons, and tutorials

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

Halite-II

Season 2 of @twosigma's artificial intelligence programming challenge

handson-ml

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

hls4ml

Machine learning in FPGAs using HLS

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

iamtomcheng.github.io

machine_learning_basics

Plain python implementations of basic machine learning algorithms

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.

PIXOR

PyTorch Implementation of PIXOR

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

practicalAI

📚 A practical approach to machine learning.

production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

pyro

Deep universal probabilistic programming with Python and PyTorch

python-guide

Python best practices guidebook, written for Humans.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

qiskit-tutorials

A collection of Jupyter notebooks using Qiskit

skip-prediction-challenge-starter-kit

SqueezeSegV2

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

StartupDataScience

TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

tonic

Tonic RL library

USTC-CS-Courses-Resource

:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)