Projects in Awesome Lists tagged with from-scratch-in-python
A curated list of projects in awesome lists tagged with from-scratch-in-python .
https://github.com/pegah-ardehkhani/one-hidden-layer-neural-network-from-scratch
"One Hidden Layer Neural Network" from Scratch
data-science deep-learning from-scratch from-scratch-in-python hidden-layers machine-learning neural-network
Last synced: 28 Apr 2025
https://github.com/pegah-ardehkhani/cnn-from-scratch
"CNN" from Scratch
cnn data-science deep-learning deep-neural-networks from-scratch from-scratch-in-python machine-learning python
Last synced: 25 Feb 2025
https://github.com/pegah-ardehkhani/deep-neural-network-from-scratch
"Deep Neural Network" from Scratch
data-science deep-learning deep-neural-networks from-scratch from-scratch-in-python hidden-layers machine-learning neural-network python
Last synced: 23 Jul 2025
https://github.com/sheikhartin/farr
A brand new programming language designed for developers with diverse coding interests! Yes, it's free to star 🌟!
from-scratch from-scratch-in-python interpreted-programming-language programming-language
Last synced: 03 Apr 2025
https://github.com/pegah-ardehkhani/logisticregression-from-scratch
"Logistic Regression" from Scratch
data-science from-scratch from-scratch-in-python logistic-regression machine-learning machine-learning-algorithms prediction python
Last synced: 20 Jun 2025
https://github.com/kjpou1/llm-zero-to-trained
Building a Large Language Model from scratch for deep understanding — inspired by Sebastian Raschka’s book, implemented entirely by hand.
attention deep-learning educational from-scratch from-scratch-in-python llm machine-learning natural-language-processing python tokenizer torch training-loop transformers uv-pm
Last synced: 16 Aug 2025
https://github.com/2003harsh/transformer-based-decoder-only-language-model
This repository explores building a character-level transformer decoder in PyTorch, similar to GPT while focusing more on understanding individual components. My goal is to gain deep transformer knowledge and see if character-level learning improves handling of unseen words. The code allows for hyperparameter tuning and experiment customization.
from-scratch-in-python gpt language-model pytorch transformers
Last synced: 28 Feb 2025
https://github.com/voidwalker7/mnist
MNIST Digit Detector Model using only Numpy
from-scratch-in-python mnist numpy python
Last synced: 23 Feb 2025
https://github.com/vansh-py04/convolution-net-from-scratch
A minimal NumPy-based implementation of a 3-layer convolutional neural network (CNN) from scratch — including custom forward and backward passes for conv, ReLU, pooling, affine, and softmax layers. Perfect for learning how CNNs actually work under the hood.
backpropagation cnn computer-vision convolutional-neural-networks cs231n cs231n-assignment deep-learning from-scratch from-scratch-in-python fully-connected-network machine-learning maxpool2d nueral-networks numpy softmax stanford-deep-learning
Last synced: 18 Jun 2025
