Pinned Repositories
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Artificial-Intelligence
Artificial Intelligence Complete Course
Awesome_CatBoost
The repository to showcase the best framework for tabular data - the Awesome CatBoost
cibookex-r
Causal Inference: What If. R and Stata code for Exercises
Conformal_Prediction
This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimensional, low-sample size biomedical dataset of oncological subjects.
ConformalImpact
Causal Impact but with MFLES and conformal prediction intervals
crawlee-python
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
data-mgmt-ed-research-book
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
FREE-E-book-for-Data-Science
FREE E-book for Data Science
ashleypng's Repositories
ashleypng/Awesome_CatBoost
The repository to showcase the best framework for tabular data - the Awesome CatBoost
ashleypng/cibookex-r
Causal Inference: What If. R and Stata code for Exercises
ashleypng/Conformal_Prediction
This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimensional, low-sample size biomedical dataset of oncological subjects.
ashleypng/ConformalImpact
Causal Impact but with MFLES and conformal prediction intervals
ashleypng/crawlee-python
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
ashleypng/data-mgmt-ed-research-book
ashleypng/dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
ashleypng/generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
ashleypng/genomic-data-visualization-2024
Course website for Genomic Data Visualization 2024
ashleypng/GPT4DFCI
A private and secure generative AI tool, based on GPT-4 and deployed for non-clinical use at Dana-Farber Cancer Institute
ashleypng/IntroMLforLifeScienceWorkshopR
Introduction to Machine learning for life sciences
ashleypng/llm
Access large language models from the command-line
ashleypng/MachineLearning-QandAI-book
Machine Learning Q and AI book
ashleypng/ml-4m
4M: Massively Multimodal Masked Modeling
ashleypng/ml.school
Machine Learning School
ashleypng/pycon2024
Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024
ashleypng/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
ashleypng/r4ds
R for data science: a book
ashleypng/self-host-ollama
A simple repo for deploying Ollama on Fly.io.
ashleypng/sliceanddice
Experiment to slice, dice, and clean up spreadsheets
ashleypng/stat-ml-edu
Resources for education in statistics and machine learning: from advanced undergraduate to research level
ashleypng/TCGA_PanCancer_UnwantedVariation
ashleypng/Transformers_Are_What_You_Dont_Need
The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.
ashleypng/typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
ashleypng/udlbook
Understanding Deep Learning - Simon J.D. Prince
ashleypng/Understanding-Deep-Learning
https://udlbook.github.io/udlbook/
ashleypng/UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
ashleypng/Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
ashleypng/weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
ashleypng/world-model-evaluation