DataFrame Versions Save

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

1.7.0

4 years ago

Code reorganization Added DataFrame method get_memory_usage() Divided visitor source file into Stats, ML, and financial source files Added exponential-moving-stats adopter for visitors Added Geometric-Mean visitor Added Harmonic-Mean visitor Added Double-Cross-Over visitor Added Bollinger-Band visitor Added Moving-Average-Convergence/Divergence visitor Added Expanding-Roll-Adopter for visitors Added support for Conan file compiling Improved multi-threading + added multi-threading to more algos Added MADVisitor -- 4 different Mean-Absolute-Deviation visitor logic Added Standard-Error-of-the-Mean visitor

1.6.0

4 years ago

Improved testing Enhanced documentation Improved DataFrame performance Added z-score visitor Added protection for multithreading Improved visitors performance Added k-means visitor Brought iterators up to C++17 standards Added affinity-propagation visitor Improved sorting performance Added multi-column sorting + ascending vs. descending Added join by column and improved join by index Factoring out a lot of code, especially on sort and join Improved Mode calculation not to copy data

V-1.5.0

4 years ago

Code restructures Documentation enhancements shape() shuffle() shrink_to_fit() Roll adapters for visitor algorithms Better NaN value handling Slicing by random selection Random number generators JASON files format read/write Performance/scalability comparison with Pandas was added to README Enhanced get_[data|view]by_loc(), allowing distinct location Enhanced get[data|view]_by_idx(), allowing distinct indices

V-1.4.0

4 years ago

MMap stuff Ptr views Fixed CMake More Visitors Index generation Slicing and removing by boolean selection Other improvements and cleanups

V-1.3.0

4 years ago

Added more analytics + more utility + bug fixes

V-1.2.0

5 years ago

Added multithreading + more

V-1.1.0

5 years ago

Added drop missing columns

V-1.0.0

5 years ago

First release