xiaohanzhangcmu Goto Github PK

axiom

scalable C++ and python binding framework for Scientific Computing and Machine Learning

camspeed

for comma.ai challenge

cnn_dxa

coding-interview-university

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

composerx

Train neural networks up to 7x faster

concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

ctypesgen

Pure-python wrapper generator for ctypes

dash-dbx-sql

Simple Dash app demonstrating connection to Databricks via the Python SQL connector

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deepstock

web scraping US stock data. Have fun~

examples

Fast and flexible reference benchmarks

fdm

MPI-accelerated 3D Field Dislocation Mechanics FEM solver built upon deal.ii

hackthebox-writeups

Writeups for HacktheBox 'boot2root' machines

img2dataset

Easily turn a set of image urls to an image dataset

insight

progressive growing image size training to protect adversarial example attack

insight_date_engineering

data engineering coding challenge

llm-foundryx

LLM training code for MosaicML foundation models

mdgpy

Python driven Molecular Dynamics simulator with GPU support.

ml4ir

Machine Learning for Information Retrieval

njwfem

pyshdis

Dislocation Dynamics Simulator with Spherical Voids. Built with SHtools. Python driven. GPU support

pytorch-transformers-classification

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

pytorch_cifar

Pytorch CNN model for Cifar10 dataset. Test accuracy 94%.

scuola

sderl

stochastic differential equations and reinforcement learning

sige-meam

spinningup

An educational resource to help anyone learn deep reinforcement learning.

streamingdatasetbench

benchmark litdata vs mosaicml-streaming

streamingx

A Data Streaming Library for Efficient Neural Network Training

tgs

TGS. computational