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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-rl-env-zoo

belle

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

bigdata_buaa

Big Data in BUAA in 2019 Fall. This repo consists of two assignments in this course.

colossalai

Making large AI models cheaper, faster and more accessible

compiler_buaa

Compiling Principle in BUAA in 2019 Fall. This repo consist of step-by-step homework and the final compiler.

computerorganization_buaa

Computer Organization Course in BUAA in 2018 Fall, which aims at designing a pipeline CPU in Verilog, as well as basic training in circuit design and assembly coding. This repo consists of codes from Project0 to Project7.

cpp-course_buaa

2018 Fall

datamining_buaa

Data Mining in BUAA in 2019 Fall. This repo consists of implement of 2 classical machine learning algorithms: SVM and Random Forset.

deepspeedexamples

Example models using DeepSpeed

di-engine

OpenDILab Decision AI Engine

dl-4-tsc

Deep Learning for Time Series Classification

llmzoo

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

maestro

An analytical cost model evaluating DNN mappings (dataflows and tiling).

objectoriented_buaa

Object Oriented Programming Course in BUAA in 2018 Spring. This repo consists of 15 homework projects and 8 experiments.

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

softwareengineering_buaa

Software Engineering in BUAA in 2020 Spring. This repo consists of individual project "BankATM" and group project "Citizen Science".

substation

Research and development for optimizing transformers

tianshou

An elegant PyTorch deep reinforcement learning platform.

tileflow

TileFlow is a performance analysis tool based on Timeloop for fusion dataflows

timeloop

Timeloop performs modeling, mapping and code-generation for tensor algebra workloads on various accelerator architectures.

timeloop-accelergy-exercises

Exercises for exploring the Fibertree, Timeloop and Accelergy tools

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

x86-course_buaa

2020 Spring