The http://tech.ml system is upgrade from the ground up. Literally from the ground. ## tech.datatype This is the core of the system. It provides the ability to create native and jvm based contiguous contains of data, accelerated copying of data to/from native and jvm, and some basic mathematics. It also provides a graduated pathway from lisp sequence based programming to apl/numeric array-based programming. See the docs if you want to get into how that works. Finally it has sparse support at the base level so that moving towards NLP is easier. * Generic math/tensor support at the base level. * [apl version of game of life](https://github.com/techascent/tech.datatype/blob/master/test/tech/v2/apl/game_of_life.clj) * [sparse game of life](https://github.com/techascent/tech.datatype/blob/master/test/tech/v2/apl/sparse_game_of_life.clj) * kixi.stats and apache commons-math3 are included * [docs and cheatsheet](https://github.com/techascent/tech.datatype/tree/master/docs) * [accelerated blas support](https://github.com/techascent/tech.datatype/blob/master/src/tech/v2/tensor/impl.clj#L902) ## tech.ml.dataset Major refactor to remove the data-based etl abstraction (it is now functions) in an effort to reduce 'magic' and enable a more exploratory pathway. Given the datatype upgrade above it is also just less necessary; you can do some of your exploration without the dataset library. * [walkthrough](https://github.com/techascent/tech.ml.dataset) ## http://tech.ml Mainly upgraded to sit on top of both previously mentioned libraries. Same great flavor, lots more horsepower especially in the exploratory case: * [walkthrough](https://github.com/techascent/tech.ml) * [real world example](https://github.com/cnuernber/ames-house-prices/blob/master/src/clj_ml_wkg/ames_house_prices.clj) Scroll down to end of real world example for demonstration of moving from exploratory phase to actual production.

This quarter Clojurists Together is funding Fireplace and Boot $9k each! https://www.clojuriststogether.org/news/q2-2019-funding-announcement/