Mingkun Huang's repositories
warp-transducer
A fast parallel implementation of RNN Transducer.
RNN-Transducer
MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
mxnet-transducer
Fast parallel RNN-Transducer.
Clinical-Entity-Recognition
Tensorflow implementation of CER on i2b2 dataset.
CTC-beamsearch
CTC beam search
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Awesome-MXNet
A curated list of MXNet examples, tutorials and blogs.
chainer-cifar10
Various CNN models including for CIFAR10 with Chainer
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dlwin
GPU-accelerated Deep Learning on Windows 10 native
dynamic_routing_between_capsules
Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
go-proxy-bingai
用 Vue3 和 Go 搭建的微软 New Bing 演示站点，拥有一致的 UI 体验，支持 ChatGPT 提示词，支持 API 调用，国内可用。
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
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
kaldi
This is now the official location of the Kaldi project.
kaldi-io-for-python
Python functions for reading kaldi data formats. Useful for rapid prototyping with python.
pytorch-cifar
95.16% on CIFAR10 with PyTorch
stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
warp-ctc-1
Fast parallel CTC.