Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
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[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.
💰 Billing & Payments knowledge for cloud platforms
- billing
- cost-management
- metering
- fraud
A list of NLP(Natural Language Processing) tutorials
- nlp
- natural-language-processing
- nlp-tutorial
- neural-machine-translation
😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.
- awesome-list
- awesome
- lidar
- pointcloud
A collection of computer vision pre-trained models.
A curated list of awesome Deep Learning (DL) for Natural Language Processing (NLP) resources
A collection of links to Ruby Natural Language Processing (NLP) libraries, tools and software
A collection of as simple as possible, modern CMake projects
- cmake
- cmake-examples
- cmake-scripts
- cmakelists
A curated list of awesome tools, research, papers and other projects related to password cracking and password security.
- hashcat
- password-cracking
- hash-cracking
- john-the-ripper
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
- blogs
- businessintelligence
- courses
- data
Curated List: Practical Natural Language Processing done in Ruby
A curated list of gradient boosting research papers with implementations.
- gradient-boosting
- gradient-boosting-classifier
- gradient-boosting-machine
- gradient-boosted-trees
IT 140 Module Two assignment for developing a beginner Python name-and-age program while practicing the Software Development Life Cycle (SDLC), including analysis, design, construction, testing, and debugging.
- beginner-programming
- computer-science-education
- introduction-to-programming
- programming-education
:alien: A curated list of functional programming resources such as blog posts, communities, discussion topics, wikis and more.
C++ implementation of a fast hash map and hash set using hopscotch hashing
- cpp
- hash-map
- hash-table
- header-only
Papers, code and datasets about deep learning and multi-modal learning for video analysis
- deep-learning
- video-analysis
- paper
- multimodal-learning
Course management service that enables auto-graded programming assignments.
- autograding
- scoreboard
- students
- education
🤠 Object property paths with wildcards and regexps 🌵
- nodejs
- javascript
- map
- json
Evaluation functions for music/audio information retrieval/signal processing algorithms.
Preparation notes for Magento 2 Certified Professional Developer exam
- magento2
- magento-certified-developer
- study-guide
- exam
C++ hash map and hash set which preserve the order of insertion
- cpp
- hash-map
- hash-table
- data-structures
A foundational and practical guide for effectively learning and progressively building a blockchain from scratch in Go with gRPC
- blockchain
- blockchain-from-scratch
- concurrent-programming
- cryptography
A curated list of resources related to the Java annotation processing API (JSR 269)
- awesome-list
- java
- annotation-processing
- annotation-processor