xinxu

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

shap

A game theoretic approach to explain the output of any machine learning model.

llm.c

LLM training in simple, raw C/CUDA

pytorch_geometric

Graph Neural Network Library for PyTorch

mlflow

Open source platform for the machine learning lifecycle

pykan

Kolmogorov Arnold Networks

pyright

Static Type Checker for Python

uvloop

Ultra fast asyncio event loop.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

cutlass

CUDA Templates for Linear Algebra Subroutines

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

ck

Concurrency primitives, safe memory reclamation mechanisms and non-blocking (including lock-free) data structures designed to aid in the research, design and implementation of high performance concurrent systems developed in C99+.

nanobind

nanobind: tiny and efficient C++/Python bindings

stdexec

`std::execution`, the proposed C++ framework for asynchronous and parallel programming.

torch-mlir

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

libmdbx

One of the fastest embeddable key-value ACID database without WAL. libmdbx surpasses the legendary LMDB in terms of reliability, features and performance.

ucx

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

toplingdb

ToplingDB is a cloud native LSM Key-Value Store with searchable compression algo and distributed compaction

dlpack

common in-memory tensor structure

tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

AFML

All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.

simdb

A high performance, shared memory, lock free, cross platform, single file, no dependencies, C++11 key-value store

sharedhashfile

Share Hash Tables With Stable Key Hints Stored In Memory Mapped Files Between Arbitrary Processes

redis-protobuf

Redis module for reading and writing Protobuf messages

advances-in-financial-ml-notes

hats

HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

pub-sub-api

Sample project to get started with the Pub/Sub API

Amazing-Resources

List of references and online resources related to data science, machine learning and deep learning.

deeplearning-for-quant

本项目为深度学习在多因子量化选股中的一种实践

HateXplain

HateXplain AAAI 2021 Reproducibility Challange