computational-graphs

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tqchen /tinyflow

Star2k

Tutorial code on how to build your own Deep Learning System in 2k Lines

deep-learning computational-graphs nnvm

UpdatedOct 4, 2018
C++

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.

distributed-systems machine-learning deep-learning factorization-machines computational-graphs parameter-server model-compression

UpdatedJun 17, 2019
C++

mlajtos /moniel

Star365

Interactive Notation for Computational Graphs

deep-learning notation neural-networks computational-graphs

UpdatedApr 24, 2020
JavaScript

sidroopdaska /SelfDrivingCar

Star230

A collection of all projects pertaining to different layers in the SDC software stack

opencv deep-neural-networks computer-vision deep-learning tensorflow scikit-learn keras scikit-image python3 classification self-driving-car deep-learning-library behavioral-cloning backpropagation computational-graphs lane-lines-detection vehicle-detection-and-tracking lane-tracking

UpdatedApr 15, 2018
Jupyter Notebook

thtrieu /essence

Star77

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 reinforcement-learning deep-learning recurrent-neural-networks lstm dropout mnist neural-turing-machines question-answering cartpole lstm-model lenet convolutional-networks convolutional-neural-networks deep-q-network computational-graphs auto-differentiation

UpdatedFeb 27, 2020
Python

google /detectorgraph

Star47

Strongly-typed, dependency based application framework for code/data separation with dependency injection and data passing.

graphviz embedded dependency-injection readability sensor-fusion strongly-typed computational-graphs kalman-filter

UpdatedDec 5, 2018
C++

Cr33zz /Neuro_

Sponsor

Star38

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-network gan dcgan autoencoder adaptive pix2pix computational-graphs cudnn fast-neural-style adain neuro neural-style-transfer ada-in adaptive-style-transfer

UpdatedMay 22, 2021
C++

SamsungSAILMontreal /ghn3

Star36

Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]

deep-learning graphs transformers pytorch imagenet computational-graphs large-scale hypernetworks

UpdatedAug 27, 2024
Shell

MahanFathi /Model-Based-RL

Star31

Model-based Policy Gradients

reinforcement-learning openai-gym pytorch computation-graph gym policy-gradient finite-difference backpropagation computational-graphs mujoco model-based ilqg ilqr ilqg-mujoco mujoco-py policy-gradients policy-optimization direct-policy-search mujoco-dynamics

UpdatedMar 12, 2020
Python

tpgillam /TimeDag.jl

Star18

A computational graph for time-series processing.

time-series julia computational-graphs

UpdatedMar 22, 2025
Julia

Imperial-College-Data-Science-Society /Neural-Networks

Star17

ICDSS Machine Learning Workshop Series: Neural Networks

python numpy neural-networks backpropagation-learning-algorithm computational-graphs

UpdatedNov 28, 2017
Jupyter Notebook

sc420 /interactive-computational-graph

Star14

See how backpropagation and chain rule work in neural networks

reactjs educational computational-graphs reactflow

UpdatedApr 12, 2024
TypeScript

Taehooie /CGChoiceModel

Star13

Computational graph-based discrete choice models

machine-learning tensorflow automatic-differentiation computational-graphs discrete-choice-models

UpdatedJul 4, 2022
Python

karthiTox /deepnet.js

Star12

Auto-differentiation library for javascript

neural-network autograd ndarray computational-graphs

UpdatedMar 4, 2021
TypeScript

farzingkh /EigenFlow

Star12

C++ API to create Neural Nets using Eigen library

neural-network computational-graphs eigen-library

UpdatedSep 13, 2020
C++

tonegas /PyNet

Star10

Computation Graph framework implemented using only NumPy

neural-networks deeplearning kohonen-map hopfield-network computational-graphs

UpdatedMar 31, 2024
Python

harveyslash /sympyle

Star9

Automatic differentiation in python

learning machine-learning tutorial deep-learning neural-network backpropagation computational-graphs

UpdatedJun 21, 2022
Python

pabloguarda /pesuelogit

Star9

Parameter Estimation of LOGIT-based Stochastic User Equilibrium models using computational graphs and day-to-day system-level data

machine-learning tensorflow transportation network-analysis computational-graphs simulation-modeling

UpdatedJan 31, 2024
Python

archailabs /chaingraph

Star8

ChainGraph is a source available, type-safe flow-based programming framework for building AI LLM agents with complex logic and dynamic computational graphs.

open-source typescript ai graph flow-based-programming computational-graphs modular-framework llm