Notebooks, code samples and reference for machine learning and generative ai on Google Cloud for the Advanced Solutions Lab (ASL) bootcamps.
- google-cloud-platform
- machine-learning
- tensorflow
- adk
Repository Index
83,586 visible repositories in the index
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Machine learning lessons and teaching projects designed for engineers
- machine-learning-tutorials
- deep-learning-tutorials
Files for Udemy Course on Algorithms and Data Structures
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
- mathematics
- linear-algebra
- python
- jupyter
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
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
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
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
ML from scratch
Machine Learning University: Accelerated Natural Language Processing Class
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
- nlp
- text-classification
- text-matching
- information-extraction
A repo for data science related questions and answers
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
cluster data collected from production clusters in Alibaba for cluster management research
Feature selector is a tool for dimensionality reduction of machine learning datasets
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"
该仓库尝试整理推荐系统领域的一些经典算法模型
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
Machine Learning Course, Sharif University of Technology
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
- pytorch
- stochastic-differential-equations
- inverse-problems
- generative-models
《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"
- chatgpt
- chinese-translation
- prompt-engineering
- prompt-learning
Chat凉宫春日, An open sourced Role-Playing chatbot Cheng Li, Ziang Leng, and others.
- role-playing
- text-generation