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Zhenglun Sun's Projects

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bingo icon bingo

Bingo,一个让你呼吸顺畅 New Bing。

code2vec icon code2vec

TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code"

cpufp icon cpufp

A CPU tool for benchmarking the peak of floating points

deepflame-dev icon deepflame-dev

A machine learning-empowered computational fluid dynamics package for reacting flows at all speeds.

deepqap icon deepqap

Deep RL agent that solves Quadratic Assignment Problems

demo-spicyboros-7b-2.2-gptq icon demo-spicyboros-7b-2.2-gptq

This is a Spicyboros-7B-2.2-GPTQ model starter template from Banana.dev that allows on-demand serverless GPU inference.

diff-svc icon diff-svc

Singing Voice Conversion via diffusion model

dnn_with_eigen_for_edu icon dnn_with_eigen_for_edu

This is an example for Simd implement with MLP. For convience, we use Eigen for matrix mult and add.

dram-page-prediction icon dram-page-prediction

A storage system research initiated by Chongqing University StarLab and Huawei Company to analyze the memory access characteristics in DRAM using deep learning method. Tech Stack: GEM5, LSTM, TCN, Keras, TensorFlow, Google Colab. Utilize Gem5 Simulator to implement SPEC 2017 datasets and handle the DRAM access records. Convert the trace record into the time-series analysis. LSTM and TCN neural networks are introduced to identify and predict future memory access patterns and Read/Write operations.

dreamtime icon dreamtime

Use artificial intelligence to create fake nudes.

example-of-c-use-pybind11-to-call-python-function-with-pytorch icon example-of-c-use-pybind11-to-call-python-function-with-pytorch

An example of Pybind usage. In this example we use Pybind to expose the python function to C++. The function is defined in the python file and then imported in the C++ file. This function called pytorch and transport ndarray between python and C++. Ndarray is used as sample for mnist network to inference.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finrl icon finrl

FinRL: Financial Reinforcement Learning Framework. Please star. 🔥

finrl-meta icon finrl-meta

FinRL­-Meta: A Universe for Data­-Driven Financial Reinforcement Learning. 🔥

genshin-impact-script icon genshin-impact-script

原神脚本,包含自动钓鱼、自动拾取、战斗辅助等多项功能。A sweet genshin impact script, contains many functions such as auto-fishing, auto-pickup, battle assist, etc.

gpu_monitor icon gpu_monitor

Monitor your GPUs whether they are on a single computer or in a cluster

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

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