bing-bai Goto Github PK

06p_sentiment-analysis-with-deep-learning-using-bert

Finetuning BERT in PyTorch for sentiment analysis.

a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

awesome-algorithms-books

CLRS + Algorithhms by Robert Sedgewick, Kevin Wayne +Algorithm_design by Jon Kleinberg and Éva Tardos

awesome-deep-neural-network-compression

Summary, Code for Deep Neural Network Quantization

bigdl

BigDL: Distributed Deep Learning Framework for Apache Spark

bigdl-tutorials

Step-by-step Deep Leaning Tutorials on Apache Spark using BigDL

blog

calligraphy-recognition-project

darts

Differentiable architecture search for convolutional and recurrent networks

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

fundamentals-of-data-science

Exercise of the course fundamentals of data science.

hpbandster

a distributed Hyperband implementation on Steroids

image-and-video-recognition

Course Image and Video Recognition

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

keras_pruning

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

keras_pruning_hardcoded

I could not find pruning api in Keras so i coded Weight Pruning and Neuron Pruning to maintain the performance while decreaseing of neural networks size

kotlinlearn

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

minituna.cpp

[WIP] C++ implementation of https://github.com/c-bata/minituna

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

rethinking_performance_estimation_in_nas

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

ud851-exercises

verilog_hdl_single_cycle_mips_processor

Single-cycle MIPS processor in Verilog HDL.