Simplified implementations of deep learning related works
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This repositories contains a list of python scripts projects from beginner level advancing slowly. More code snippets to be added soon. feel free to clone this repo
- python-script
- webscrapping
- ascii-art
- beginner-project
3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns
- 3d-printing
- optics
- physics
- python
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
- datascience
- machine-learning
- statistical-learning
- python
A python tutorial on bayesian modeling techniques (PyMC3)
- bayesian-statistics
- tutorial
- pymc
- python
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
- machine-learning
- deep-learning
- representation-learning
- pytorch-implementation
A Repository consisting resources primarily of the Gate DA and AI
Build an email assistant with human-in-the-loop and memory
- agents
- memory
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
- milvus
- unstructured-data
- image-search
- audio-search
Machine Learning University: Accelerated Natural Language Processing Class
SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)
- stable-diffusion
- ai-art
- generative-art
- latent-diffusion
3D U-Net model for volumetric semantic segmentation written in pytorch
- semantic-segmentation
- unet
- unet-pytorch
- 3d-unet
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
- nlp
- text-classification
- text-matching
- information-extraction
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
Doing simple retrieval from LLM models at various context lengths to measure accuracy
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
- machine-learning
- deep-learning
- python
- classification
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
- high-frequency-trading
- limit-order-book
- python
- machine-learning
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes
Code Repository for The Kaggle Book, Published by Packt Publishing
This repository helps you learn Python and Machine Learning from scratch.
- python
- jupyter-notebook
- pandas-dataframe
- numpy
Code for "GVHMR: World-Grounded Human Motion Recovery via Gravity-View Coordinates", Siggraph Asia 2024, TPAMI 2026