Releases · BlaiseMuhirwa/flatnav

What's Changed

Setup CMake Project and Fix Some Bugs by @BlaiseMuhirwa in #1
[WIP] Set up Benchmarking by @BlaiseMuhirwa in #2
Add Benchmarking ReadMe by @BlaiseMuhirwa in #4
Bug fixes by @BlaiseMuhirwa in #5
[1/2] Product Quantization Integration by @BlaiseMuhirwa in #3
Clean up and Bug fixes by @BlaiseMuhirwa in #6
remove duplicated index construction demo file by @BlaiseMuhirwa in #9
[BUG] Fix recall bug and minor code cleanup by @BlaiseMuhirwa in #7
Set up dvc tracking by @BlaiseMuhirwa in #10
Benchmarking faiss::IndexHNSWPQ by @BlaiseMuhirwa in #11
Benchmark Faiss's faiss::IndexHNSWPQ on SIFT by @BlaiseMuhirwa in #12
Flatnav python bindings by @BlaiseMuhirwa in #14
Add support for SSE, AVX, and AVX512 for both L2 and Inner Product Distances by @BlaiseMuhirwa in #15
Compiler flags for AVX by @BlaiseMuhirwa in #16
small patch to avx by @BlaiseMuhirwa in #17
change default distance computer in inner product implementation by @BlaiseMuhirwa in #18
Utility scripts and Makefile for running big-ann experiments by @BlaiseMuhirwa in #21
add methods for constructing graph from outdegree table by @BlaiseMuhirwa in #19
Fix the recall bug on linux machines by @BlaiseMuhirwa in #22
Using docker-based installation for the python library by @BlaiseMuhirwa in #23
Improve docker builder script by @BlaiseMuhirwa in #24
Parallelize FlatNav index insertions by @BlaiseMuhirwa in #20
Refactor CMake Setup by @BlaiseMuhirwa in #25
Making it possible to run experiments with HNSW by using --index-type option for run-big-bench.py by @BlaiseMuhirwa in #26
Change dataloader in the experiment runner script. by @BlaiseMuhirwa in #28
Special case for loading .npy files by @BlaiseMuhirwa in #29
Updating data downloader script and docs. by @BlaiseMuhirwa in #30
Speed up benchmarks by avoiding unnecessary index builds by @vihan29 in #31
Plotting Utils for Recall and QPS analysis by @BlaiseMuhirwa in #32
Miscellaneous improvement for Plotting Latency Recall trade-off by @BlaiseMuhirwa in #33
Adding Prefetching for Node Data and Visited List Marker by @BlaiseMuhirwa in #34
Relaxing top-k list size validation and Memory optimizations by @BlaiseMuhirwa in #35
Fix error in simd distance computation by @BlaiseMuhirwa in #36
Add benchmarking commands for ann benchmark datasets by @vihan29 in #37
Fixing beam search issue by @BlaiseMuhirwa in #39
Deprecate dvc experiment logging and versioning by @BlaiseMuhirwa in #38
Refactoring Dataset loader by @BlaiseMuhirwa in #43
Make sure HNSW and FlatNav are not in Memory at the Same Time by @BlaiseMuhirwa in #42
Fix Index Loading Function by @BlaiseMuhirwa in #44
Build Robustness into Python Package Setup by @BlaiseMuhirwa in #45
Distance Metrics and Better Plotting Style by @BlaiseMuhirwa in #46
Get HNSW distance computations metric by @BlaiseMuhirwa in #47
Add Microsoft's spacev1b benchmark by @BlaiseMuhirwa in #48
Don't allocate memory for outdegree table by @BlaiseMuhirwa in #51
Make SIMD more readable by @BlaiseMuhirwa in #49
Add "cronjob" to save indexes to s3 by @BlaiseMuhirwa in #53
Don't plot all datasets together by @blaise-muhirwa in #54
Terminate supervisord process by @blaise-muhirwa in #55
Update Makefile with additional benchmarks by @vihan-lakshman in #56
Fix tiny SIMD bug by @BlaiseMuhirwa in #57
we can use gcc/g++ now by @BlaiseMuhirwa in #58
Delete benchmarks directory by @BlaiseMuhirwa in #59
Fix L2 distance bug and add unit tests by @BlaiseMuhirwa in #60
Documenting the C++ and Python APIs by @BlaiseMuhirwa in #50
Set colors in plotting by @vihan-lakshman in #62
Update benchmarking configs by @vihan-lakshman in #63
Integrate data type enums & Add SIMD support for unt8_t and int8_t Indices by @BlaiseMuhirwa in #52
Fix typo. Should be sse4 instead of ss34 by @BlaiseMuhirwa in #67
Modify scripts for final benchmarks by @vihan-lakshman in #68
Improve documentation on how to use flatnav with Python/C++ by @BlaiseMuhirwa in #70
Standardize code formatting with Google style by @BlaiseMuhirwa in #71
Add tools for profiling memory by @BlaiseMuhirwa in #69
add index.set_data_type to python interface by @seanmacavaney in #74
Improve CI/CD Test Coverage by @BlaiseMuhirwa in #72
Update readme by @vihan-lakshman in #75
Clean up README by @vihan-lakshman in #77
Fix small regression in the neighbor selection heuristic. by @brc7 in #78
Fixing a Integer Overflow Error During Index Construction by @BlaiseMuhirwa in #80