computational-graphs

There are 5 repositories under computational-graphs topic.

tqchen / tinyflow
Tutorial code on how to build your own Deep Learning System in 2k Lines
computational-graphs deep-learning nnvm
Language:C++ 2003
cnkuangshi / LightCTR
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
machine-learning deep-learning factorization-machines distributed-systems parameter-server model-compression computational-graphs
Language:C++ 674
mlajtos / moniel
Interactive Notation for Computational Graphs
computational-graphs deep-learning neural-networks notation
Language:JavaScript 350
sidroopdaska / SelfDrivingCar
A collection of all projects pertaining to different layers in the SDC software stack
self-driving-car deep-learning deep-neural-networks opencv computer-vision behavioral-cloning lane-lines-detection computational-graphs backpropagation deep-learning-library keras tensorflow classification vehicle-detection-and-tracking python3 lane-tracking scikit-learn scikit-image
Language:Jupyter Notebook 224
thtrieu / essence
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
machine-learning dropout lstm mnist lenet neural-turing-machines question-answering computational-graphs auto-differentiation convolutional-neural-networks convolutional-networks recurrent-neural-networks lstm-model deep-learning deep-q-network reinforcement-learning cartpole
Language:Python 74
google / detectorgraph
Strongly-typed, dependency based application framework for code/data separation with dependency injection and data passing.
computational-graphs embedded strongly-typed graphviz dependency-injection sensor-fusion kalman-filter readability
Language:C++ 45
Cr33zz / Neuro_
C++ implementation of neural networks library with Keras-like API. Contains majority of commonly used layers, losses and optimizers. Supports sequential and multi-input-output (flow) models. Supports single CPU, Multi-CPU and GPU tensor operations (using cuDNN and cuBLAS).
neural-style-transfer fast-neural-style autoencoder gan neural-network neuro computational-graphs dcgan cudnn adain ada-in adaptive adaptive-style-transfer pix2pix
Language:C++ 35
MahanFathi / Model-Based-RL
Model-based Policy Gradients
backpropagation computation-graph computational-graphs direct-policy-search finite-difference gym ilqg ilqg-mujoco ilqr model-based mujoco mujoco-dynamics mujoco-py openai-gym policy-gradient policy-gradients policy-optimization pytorch reinforcement-learning
Language:Python 29
SamsungSAILMontreal / ghn3
Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]
hypernetworks imagenet large-scale transformers computational-graphs graphs deep-learning pytorch
Language:Shell 26
Imperial-College-Data-Science-Society / Neural-Networks
ICDSS Machine Learning Workshop Series: Neural Networks
neural-networks python numpy backpropagation-learning-algorithm computational-graphs
Language:Jupyter Notebook 17
tpgillam / TimeDag.jl
A computational graph for time-series processing.
computational-graphs julia time-series
Language:Julia 17
karthiTox / deepnet.js
Auto-differentiation library for javascript
neural-network computational-graphs ndarray autograd
Language:TypeScript 12
farzingkh / EigenFlow
C++ API to create Neural Nets using Eigen library
neural-network computational-graphs eigen-library
Language:C++ 11
harveyslash / sympyle
Automatic differentiation in python
backpropagation computational-graphs deep-learning learning machine-learning neural-network tutorial
Language:Python 9
sc420 / interactive-computational-graph
See how backpropagation and chain rule work in neural networks
reactflow reactjs computational-graphs educational
Language:TypeScript 9
tonegas / PyNet
Computation Graph framework implemented using only NumPy
deeplearning neural-networks hopfield-network kohonen-map computational-graphs
Language:Python 9
JosephCatrambone / Aij
A simple Java AI library for personal use.
machine-learning ai ml computational-graphs convolutional-neural-networks backpropagation deep-learning deep-neural-networks
Language:Java 7
pabloguarda / pesuelogit
Parameter Estimation of LOGIT-based Stochastic User Equilibrium models using computational graphs and day-to-day system-level data
computational-graphs machine-learning network-analysis simulation-modeling transportation tensorflow
Language:Python 6
1e14 / 1e14
Tools for building function graphs
computational-graphs reactive-programming reactive-streams stream-processing distributed-computing fault-tolerance flow-based-programming dataflow-programming
Language:TypeScript 5
csparpa / robograph
A graph-oriented algorithmic engine
engine algorithms algorithmic-engine graph computational-graphs
Language:Python 5
jgsimard / computational_graph
computational-graphs neural-networks python3 tensorflow
Language:Python 5
zincware / ZnFlow
A general purpose framework for building and running computational graphs.
computational-graphs directed-acyclic-graph networkx networkx-graph python python3 workflow
Language:Python 5
jekahamster / NeuroMath
mnist mnist-classification neural-network neural-networks computer-vision computational-graphs
Language:Python 4
JulioGuillermo / godeep
A deep learning library for golang
ai artificial-intelligence artificial-neural-networks computational-graphs computational-intelligence deep-learning deep-neural-networks deeplearning go golang ia machine-learning machinelearning math mathematics tensor tensorflow
Language:Go 4
1e14 / ninety
Web application framework built on 1e14
webapp-framework framework-javascript front-end-framework computational-graphs flow-based-programming dataflow-programming mvvm-architecture function-graph reactive-programming stream-processing
Language:TypeScript 3
ashkanmradi / neural-network-from-scratch
Implementing a neural network classifier for cifar-10
neural-network tensorflow adam-optimizer rmsprop gradient-descent cifar10 cifar-10 cifar10-classification computational-graphs confusion-matrix
Language:Python 3
semeniuta / visionfuncs
Python library providing a collection of functions realizing common computer vision functionality, based on OpenCV and NumPy.
computational-graphs computer-vision image-processing jupyter opencv python-library task-graph
Language:Python 3
framaz / phf
A framework for developing async applications.
async asyncio computational-graphs hooks phf provider python
Language:Python 2
nanxstats / logreg
Regularized logistic regressions with computational graphs
logistic-regression regularized-linear-regression regularization computational-graphs automatic-differentiation
Language:R 2
pabloguarda / mate
Network-wide estimation of traffic flow and travel time with data-driven macroscopic models
computational-graphs large-scale-optimization machine-learning neural-networks tensorflow transportation-network
Language:Python 2
dendisuhubdy / pygpu
Library to manipulate tensors on the GPU.
gpu-computing numpy-arrays chainer computational-graphs
Language:C 1
nathanwood1 / comp-graph-4J
Computational graph for Java.
computational-graphs java neural-network
Language:Java 1
patricksongzy / computational-graph
A GPU-parallel Java automatic differentiation computational graph implementation.
opencl computational-graphs automatic-differentiation maths-library
Language:Java 1
siquus / dac
Distributed Algebraic Computations
computational-graphs optimization simulation-framework numerical-computation machine-learning differentiation automatic-differentiation symbolic-differentiation
Language:C++ 1
Xylambda / toydiff
Yet another tensor automatic differentiation framework
autodiff autodifferentiation backpropagation computational-graphs gradient numpy python tensor
Language:Python 1
akv17 / tensorgrad
a compact tensor library capable of training deep neural networks on both cpu and cuda devices
autograd backpropagation computational-graphs cuda deep-neural-networks educational-project neural-networks tensor
Language:Python