Mohd Fitri Alif Bin Mohd Kasai's repositories
Awesome-NAS
A curated list of neural architecture search (NAS) resources.
BioNAS-pub
Public version of BioNAS, a Neural Architecture Search method for interpretable Bioinformatics applications
cnn-evolutionary-hyperparameters
Hyperparameter tuning through genetic algorithms, very slow but a great learning experience with genetic algorithms
copilot
Lane and obstacle detection for active assistance during driving
Deeplearning-OCR-1
An OCR based on deep learning (CNN+LSTM+CTC)
devol
Genetic neural architecture search with Keras
Evolution
Evolve a neural net from scratch
evolution-strategies-starter
Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
Genetic
Implement some interesting genetic and CNN algorithms
GeneticMLP
Implementation of a Multilayer Perceptron in Keras using a Genetic Algorithm (PonyGE2 Grammatical Evolution)
GNNPapers
Must-read papers on graph neural networks (GNN)
google-research
Google AI Research
jetbot
An educational AI robot based on NVIDIA Jetson Nano.
jetracer
An autonomous AI racecar using NVIDIA Jetson Nano
jetson-inference
Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
KentAutoML
Implementation of a CoDeepNEAT-style AutoML algorithm for developing neural net architectures
keras-loss-functions
Examples of Keras loss functions
Malaya
Natural-Language-Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
MnasNet
A TensorFlow 2.0 implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile.
Named-Entity-Recognition-BidirectionalLSTM-CNN-CoNLL
Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"
Neural-Architecture-Search-1
Final project for CSC-424. Used Keras to generate neural networks trained in a supervised fashion on the MNIST and Reuters datasets. Implemented a simple mu + lambda evolutionary strategy to perform a parameter space search. Explored hyperparameters defining both the network architecture and training procedure in order to improve performance.
Neural-Architecture-Search-with-Genetic-Algorithm
Neural Architecture Search with Genetic Algorithm
NeuralGenetic
Optimizing artificial neural network parameters using the genetic algorithm for the classification of the Fruits360 dataset. The implementation is from scratch using NumPy.
nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
pythia
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
simdjson
Parsing gigabytes of JSON per second