IMastering these Machine Learning Algorithms are a great way to build a career in machine learning. The field is proliferating, and the sooner you understand the scope ofmachine learning tools,the sooner you'll
To retrieve the next set of algorithms, use the token in the next request. Type: String Length Constraints: Minimum length of 0. Maximum length of 8192. Pattern: .* Required: No SortBy The parameter by which to sort the results. The default is CreationTime. Type: String Valid Values...
Basic algo used to find the best move in board games. Ant-algorithms. The ant colony optimisation is a set of algorithms inspired by ant behavior to solve a problem, find the best path between two locations. CLA. Cortical Learning Algorithm. For robotic learning, based on three properties,...
scikit-learn A set of python modules for machine learning and data mining 29 urllib3 HTTP library with thread-safe connection pooling, file post, and more. 27 scipy Fundamental algorithms for scientific computing in Python 27 torch Tensors and Dynamic neural networks in Python with strong GPU ac...
fields institute Optimization: Theory, Algorithms, Applications Lecture Series International Conference on Information Geometry for Data Science Institute for Data Science Foundations Blogs machine learning Lil'Log Archive probability: Random Fields Diffusion processes and other random processes. Johannes Kepler ...
AUC Area Under the (ROC) Curve Probability of confidence in a model to accurately predict positive outcomes for actual positive instances BDT Boosted Decision Tree An ensemble learning method combining multiple decision trees, typically using boosting algorithms like AdaBoost or Gradient Boosting. BERT ...
Understanding Machine Learning: From Theory to Algorithms Author: Shai Shalev-Shwartz and Shai Ben-David For the mathematics- savvy people, this is one of the most recommended books for understanding the magic behind Machine Learning. Deep Learning Tutorial Author: LISA lab, University of Montreal ...
A curated list of awesome machine learning frameworks, libraries and software (by language). Inspired by awesome-php.If you want to contribute to this list (please do), send me a pull request or contact me @josephmisiti. Also, a listed repository should be deprecated if:...
Rescoring options for compressed vectors Relevance (scoring) You can set options to rescore with original vectors instead of compressed vectors. Applies to HNSW and exhaustive KNN vector algorithms, using binary and scalar compression. Create or Update Index (preview). Lower the dimension requirements ...
if you know nothing about machine learning and haven't done maths since high school then this is the book for you. it's a fantastically accesible introduction to the field. includes almost no theory and explains algorithms using actual python implementations. ...