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Eharpoon's starred repositories

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT55881 457 132

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Language:PythonGPL-3.022979 160 419

BingGPT

Desktop application of new Bing's AI-powered chat (Windows, macOS and Linux)

Language:JavaScriptApache-2.09254 83 308

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

Language:Python6872 105 5

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Language:PythonApache-2.05387 38 583

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

Language:Python1523 45 10

attention

some attention implements

Language:Python1432 32 21

nlp-paper

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

Language:PythonApache-2.01185 23 1

pp4fpgas-cn

中文版 Parallel Programming for FPGAs

Language:CSS702 25 16

convolution_network_on_FPGA

CNN acceleration on virtex-7 FPGA with verilog HDL

Language:Verilog403 22 19

lenet5_hls

FPGA Accelerator for CNN using Vivado HLS

Language:C++MIT296 12 20

Efficient-Neural-Network-Bilibili

B站Efficient-Neural-Network学习分享的配套代码

Language:Jupyter Notebook295 2 4

FPGA-proj

FPGA project

Language:VHDL201 1 2

CNN-On-FPGA

FPGA

Language:Verilog141 3 1

cnn_accelerator

【入门项目】基于PYNQ-Z2实现手写数字识别卷积神经网络硬件加速器

Language:VerilogMIT126 2 1

PYNQ-Torch

PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform

Language:VHDLBSD-3-Clause66 4 6

PYNQ_softmax

achieve softmax in PYNQ with heterogeneous computing.

Language:VHDL6101

prunnable-layers-pytorch

Prunable nn layers for pytorch.

Language:PythonGPL-3.048 3 1

Keras_pruning

A walkthrough of how to prune keras models, using both weight-pruning and unit/neuron-pruning.

Language:Jupyter Notebook30 2 1

CNN_Core

A CNN accelerator design inspired by MIT Eyeriss project

Language:VerilogMIT16 10

Score_Test_FPGA

本系统设计利用Xilinx PYNQ开发板设计了一种基于CNN网络的硬件加速器，在配合扫描仪和上位机的共同使用下，结合便于操作的图形化Windows客户端，实现了一种手写成绩录入系统，该系统可对学生分数进行累计（含各小题得分）和校对，指出错误成绩所在处，方便教师修改；在分数录入完成后，对全班成绩进行分析，生成得分率、平均分等数据便于教师分析。

Language:C++7 20

NutShellTeam

果壳处理器研究小组(Topic:基于RISCV64果核处理器的卷积神经网络加速器研究)

Language:Verilog7 10