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make_a_neural_network

This is the code for the "Make a Neural Network" - Intro to Deep Learning #2 by Siraj Raval on Youtube

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.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

pandas-guides

Detailed notes and codes on learning pandas quickly for machine learning.

pixor

PyTorch Implementation of PIXOR

pointnet

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

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

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

seaborn

Improved matplotlib for statistical data visualization

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

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

tonic

Tonic RL library

ud120-projects

Starter project code for students taking Udacity ud120

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/)