A JavaScript deep learning and reinforcement learning library.
- deep-learning
- self-driving-car
- reinforcement-learning
- javascript
Repository Index
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Program learning to play Flappy Bird by machine learning (Neuroevolution)
- neuroevolution
- machine-learning
- flappybird
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
- capsnet
- tensorflow
- capsule
- capsule-network
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
- python
- neuroscience
- electroencephalography
- magnetoencephalography
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
- quantization
- pruning
- dorefa
- twn
Deep and online learning with spiking neural networks in Python
- pytorch
- spiking-neural-networks
- neuron-models
- python
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
- machine-learning
- flappy-bird
- genetic-algorithm
- machine-learning-algorithm
Brian is a free, open source simulator for spiking neural networks.
- python
- neuroscience
- science
- differential-equations
A uniform interface to run deep learning models from multiple frameworks
Corpus legislativo brasileiro em larga escala e modelo Transformer causal treinado do zero em PyTorch puro.
A multilingual command line sentence tokenizer in Golang
- sentence-tokenizer
- tokenizer
- cli
- sentences
PyC (Pytorch Concepts) is a PyTorch-based library for designing concept-based interpretable deep learning models.
- ai
- concepts
- explainable-ai
- interventions
Cell tracking and segmentation software
- cell-segmentation
- cell-tracking
- cell-tracking-challenge
- gurobi
PyTorch Connectomics: segmentation toolbox for EM connectomics
- computer-vision
- neuroscience
- connectomics
- pytorch
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
- micropython
- neural-network
- multilayer-perceptron
- mlp
Axon/Myelin segmentation using Deep Learning
- deep-learning
- machine-learning
- myelin
- axon
A set of neuroevolution experiments with/towards deep networks
- rubyml
An Elixir Evolutive Neural Network framework à la G.Sher
- elixir
- actuators
- sensor
- mutations
Workbench for practical machine learning in Ruby.
- machine-learning
- machine-learning-algorithms
- neural-network
- neural-networks