Tom Cheng's repositories
tonic
Tonic RL library
SqueezeSegV2
Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud
hls4ml
Machine learning in FPGAs using HLS
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
practicalAI
📚 A practical approach to machine 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.
PIXOR
PyTorch Implementation of PIXOR
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/)
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
al-go-rithms
:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/
qiskit-tutorials
A collection of Jupyter notebooks using Qiskit
production-data-science
Production Data Science: a workflow for collaborative data science aimed at production
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
machine_learning_basics
Plain python implementations of basic machine learning algorithms
hyperas
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
fastai
The fast.ai deep learning library, lessons, and tutorials
Halite-II
Season 2 of @twosigma's artificial intelligence programming challenge
coding-interview-university
A complete computer science study plan to become a software engineer.
python-guide
Python best practices guidebook, written for Humans.
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
pyro
Deep universal probabilistic programming with Python and PyTorch
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
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.