About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
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A Repository consisting resources primarily of the Gate DA and AI
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
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
Machine Learning University: Accelerated Natural Language Processing Class
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
Machine Learning Journal for Intermediate to Advanced Topics.
- data-science
- documentation
- large-language-models
- learning-resources
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
Lectures for Udemy - Complete Python Bootcamp Course
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models
- ai
- fine-tuning
- model-training
- nemotron
Implementing a Neural Network from Scratch
Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
- chain-of-thought
- chatbot
- chatgpt
- chatgpt-api
🪼 a python library for doing approximate and phonetic matching of strings.
- python
- levenshtein
- soundex
- hamming
Feature selector is a tool for dimensionality reduction of machine learning datasets
NVIDIA curated collection of educational resources related to general purpose GPU programming.
Course materials and handouts for #100DaysOfCode in Python course
- 100daysofcode
- python
- python3
- learn-to-code
Handout for the tutorial "Creating publication-quality figures with matplotlib"
This is the official repository for The Hundred-Page Language Models Book by Andriy Burkov
Machine Learning Course, Sharif University of Technology
New ways of breaking app-integrated LLMs
零知识证明入门教程。Comprehensive Zero-Knowledge Proofs Tutorial. #zk #WIP
- abstract-algebra
- bitcoin
- blockchain
- cryptography