Avenger-py

Pinned Repositories

diffusion-distillation
Implemented DDIM Diffusion and model distillation for fast and deterministic sampling.
Language:Python00
smol-Diffusion
Implemented DDPM Diffusion model from scratch. Trained a attention-based U-Net
Language:Python10
smol-GPT
Built a small (22M params) GPT 2 like model from scratch and trained it on Wikitext103 dataset.
Language:Python00
Speaking-doc
A LLM+RAG based application, which enables users to chat with text documents (txt, pdf, docx).
Language:Python10
zero-to-llama
LLaMa from scratch
Language:Jupyter Notebook00
MNIST_neural_network_from_scratch
Created a general multilayer perceptron class using only NumPy and then used it to train MNIST dataset.
Language:Python00
arduino
Language:C++00
building_area_est
Language:Jupyter Notebook00
Building_area_estimation
A web interface outputs area of buildings in a given satellite image.
Language:HTML00
Cat_or_notCat
A Logistic Regression model built from scratch to predict if an image is of a "Cat" or not.
Language:Python00

Avenger-py's Repositories

Avenger-py/zero-to-llama
LLaMa from scratch
Language:Jupyter Notebook
Avenger-py/PepTalk-ai
A webapp that gives you a peptalk when you feel demotivated.
Language:Python
Avenger-py/diffusion-distillation
Implemented DDIM Diffusion and model distillation for fast and deterministic sampling.
Language:Python
Avenger-py/smol-Diffusion
Implemented DDPM Diffusion model from scratch. Trained a attention-based U-Net
Language:Python1
Avenger-py/smol-GPT
Built a small (22M params) GPT 2 like model from scratch and trained it on Wikitext103 dataset.
Language:Python
Avenger-py/Speaking-doc
A LLM+RAG based application, which enables users to chat with text documents (txt, pdf, docx).
Language:Python1
Avenger-py/GPT2
Build GPT-2 from scratch and train it
Language:Jupyter Notebook
Avenger-py/Building_area_estimation
A web interface outputs area of buildings in a given satellite image.
Language:HTML
Avenger-py/test_website
test
Avenger-py/building_area_est
Language:Jupyter Notebook
Avenger-py/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Language:Python
Avenger-py/Exercise_rep_counter
Made a rep counter for knee bend exercise using pose estimation (mediapipe) and OpenCV.
Language:Python
Avenger-py/MNIST_gan
Generate fake handwritten digit samples using generative adversarial networks trained on MNIST dataset.
Language:Jupyter Notebook
Avenger-py/tinypets
Minimal JS interface to an image classifer
Avenger-py/opencv_air_draw
Language:Python
Avenger-py/MNIST_neural_network_from_scratch
Created a general multilayer perceptron class using only NumPy and then used it to train MNIST dataset.
Language:Python
Avenger-py/Cat_or_notCat
A Logistic Regression model built from scratch to predict if an image is of a "Cat" or not.
Language:Python
Avenger-py/trackmania_self_driving_car_openCV
To automate the car in Trackmania racing game using lane detection.
Language:Python
Avenger-py/arduino
Language:C++
Avenger-py/MiniProjects
Contains small basic python programs
Language:Python