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A network filesystem client to connect to SSH servers
The Multi-Faceted Optimizer for GenAI Workflows
Contextual Harnessing for Efficient SQL Synthesis
DSPy: The framework for programming—not prompting—language models
[OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
Large Language Model (LLM) Systems Paper List
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Fast and memory-efficient exact attention
A high-throughput and memory-efficient inference and serving engine for LLMs
by ex-googlers, for ex-googlers - a lookup table of similar tech & services
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
Health management for the elderly. Candidate project for China Challenge Cup 2021
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Matlab code of machine learning algorithms in book PRML
PRML algorithms implemented in Python
code for Unsupervised Generative Modeling using Matrix Product States
A library for easy and efficient manipulation of tensor networks.
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
手写实现李航《统计学习方法》书中全部算法
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"