Sampson Yu's starred repositories
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
2024-Tech-OA
List of Tech Company OAs. Save your time from finding them all over the internet.
MonkeyCoderGPT
A character-level language model using a GPT-like architecture with a Flask-based deployment solution.
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
MachineLearning-DeepLearning-Code-for-my-YouTube-Channel
The full collection of all codes for my Youtube Channel segregated as per topic.
OpenTag_2019
Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title
bert-sklearn
a sklearn wrapper for Google's BERT model
cs-video-courses
List of Computer Science courses with video lectures.
data-engineering-zoomcamp
Free Data Engineering course!
spark-livy-on-airflow-workspace
A workspace to experiment with Apache Spark, Livy, and Airflow in a Docker environment.
platys-modern-data-platform
Support for generating modern platforms dynamically with services such as Kafka, Spark, Streamsets, HDFS, ....
AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
airflow-spark
Docker with Airflow and Spark standalone cluster
docker-spark-datascience
Spark, Jupyterlab, and other Data Science tooling via Docker Swarm
docker-server
Repository for building docker image, with open-source applications
docker-spark
Apache Spark docker image
docker-spark-livy
Spark Standalone & Livy
amazon-sagemaker-notebook-instance-lifecycle-config-samples
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
cloud-ml-examples
A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud
hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
amazon-sagemaker-examples
Example ๐ Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using ๐ง Amazon SageMaker.
Loan-Default
In this project we use machine learning methods to identify loan defaults.