Paritosh Tiwari's Projects
Collection of basic financial information and advice about managing your money and other miscellaneous stuff..
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Methods and Implements of Deep Clustering
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Tutorial notebooks for DL lab
Model API for GALACTICA
Tutorials to implement different types of GANs
This project generalizes the Spark MLLIB Batch and Streaming K-Means clusterers in every practical way.
This is the official repository for the Towards Data Science Article, "WTH am I doing here? The absolute beginner's guide to Git and GitHub"
Here, we begin...
Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks
Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."
Basic image processing library
The inc-siVAT provides an approximate visual footprint of cluster flow in the input stream.
ISG lets you use YouTube as cloud storage for ANY files, not just video
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
A scikit-learn-compatible module for Isolation Kernel with aNNE implemention.
Kalman filter for trajectory prediction
Inference Llama 2 in one file of pure C
A case study on using Logistic Regression. The dataset is from UCI machine learning repository. This ML algorithm is optimized by using K-fold and grid search and comparison is shown in notebook
Machine Learning Engineering Open Book
VAT algorithm optimized to run faster.
My personal repo