After a year of continuous development we are happy to share the 0.2.0 release of dicee. We have introduced new features, added new models, made fixes and optimizations. Please find the details below.
Installation/upgrade:
pip install -U dicee
What's Changed
- Static bandages and coverage report by @alkidbaci in #253
- Added logo and favicon by @alkidbaci in #254
- Refactoring by @Demirrr in #255
- Refactoring by @Demirrr in #257
- Progress bar are alighed between trainers by @Demirrr in #258
- Numpy.Memory map & Polars used to train KGE on KG larger than memory by @Demirrr in #261
- KvsSample with multinomial negative sampling by @Demirrr in #262
- Refactoring memorymap by @Demirrr in #263
- Refactoring Model Paralelisim over GPUs by @Demirrr in #265
- Benchmarks and fix for ASWA callback at DDP by @Demirrr in #266
- Compressed KG can be read in by @Demirrr in #269
- Model parallel to csv by @Demirrr in #271
- Extracting embedding in CSV by @Demirrr in #272
- Tensor parallel with default good batch finder by @Demirrr in #274
- Linear batch size finding for Tensor Parallel Training by @Demirrr in #275
- Tensor parallel by @Demirrr in #276
- Fix deprecated variable. by @sshivam95 in #279
- Tensor parallel by @Demirrr in #280
- Batched evaluation by @sshivam95 in #277
- TP with auto batch finding can be used to train KGE with >20B by @Demirrr in #282
- Fix memory allocation issue by @sshivam95 in #285
- Refactoring before new release by @Demirrr in #283
- Refactoring by @Demirrr in #286
- Refactoring Examples and Analysis of Experiments by @Demirrr in #287
- dicee_vector_db included by @Demirrr in #289
- Ckeci by @Demirrr in #291
- Fix neg sample on DeCaL and Keci by @Louis-Mozart in #294
- Integrate TransD, TransF, TransH, TransR by @Duygubirol in #299
- Benchmark results for Countries S1-S3 by @alkidbaci in #300
- Batch scoring by @LckyLke in #305
- Kge literals by @sapkotaruz11 in #304
- restructure KGE literals by @sapkotaruz11 in #308
- New release 0.2.0 by @alkidbaci in #310
New Contributors
- @sshivam95 made their first contribution in #279
- @Duygubirol made their first contribution in #299
- @LckyLke made their first contribution in #305
- @sapkotaruz11 made their first contribution in #304
Full Changelog: v1.0.1.4...v1.0.2.0
Contributors
Demirrr, sshivam95, and 5 other contributors