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auto_car_experience_training

This is for Reinforcement Learning course project. Based on "Using Keras and Deep Deterministic Policy Gradient to play TORCS", we add experience training before RL process.

Language:C++MIT700

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Language:PythonApache-2.0148600

DDPG-Keras-Torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

Language:Python71600

haq

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

Language:PythonMIT36700

MOT-sGPLDA-SRE14

Multiobjective Optimization Training of PLDA for Speaker Verification

Language:MatlabApache-2.01000

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.013292100

delta

DELTA is a deep learning based natural language and speech processing platform.

Language:PythonApache-2.0159000

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

Language:JavaNOASSERTION673200

TensorFlow_Center_Loss

Center Loss implementation with TensorFlow

Language:Jupyter NotebookMIT15800

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Language:C++MIT142000

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

Language:ShellNOASSERTION1417200

Voice-Identification

Project to explore Speaker and Voice Identification. To follow will be further Speech Recognition tasks.

Language:Jupyter Notebook5000

deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System.

Language:PythonMIT90100

Speaker-Identification-Python

Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library

Language:PythonLGPL-3.020700

Speaker_Verification

Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"

Language:PythonMIT35400

how-far-can-we-go-with-MNIST

A collection of codes for 'how far can we go with MNIST' challenge

6100

ENAS-Tensorflow

Efficient Neural Architecture search via parameter sharing(ENAS) micro search Tensorflow code for windows user

Language:Python11300

nni

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

Language:PythonMIT1400100

Keras-NASNet

"NASNet" models in Keras 2.0+ with weights

Language:PythonMIT20000

NASNet-keras

Keras implementation of NASNet-A

Language:Jupyter NotebookMIT8900

SANAS

Stochastic Adaptive Neural Architecture Search

Language:Python6600

humble-gumbel

Jupyter notebook on Gumbel-max and Gumbel-softmax tricks

Language:Jupyter Notebook4000

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language:PythonMIT1568600

ENAS-Keras

Keras implementation of Efficient Neural Architecture Search

Language:Python8900

models

Models and examples built with TensorFlow

Language:PythonNOASSERTION7699000

FairNAS

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

Language:Python30300

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

Language:PythonNOASSERTION961800

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

Language:Jupyter Notebook148000

🚀 AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

MIT266400

tpu

Reference models and tools for Cloud TPUs.

Language:Jupyter NotebookApache-2.0521200