@@ -166,6 +166,27 @@ of encoded inputs which will be fed into the model:
166166const ownsTheCar = await classifier .predict ([0.2 , 0.76 , 0 ]);
167167```
168168
169+ ## Roadmap
170+
171+ - [x] Binary classification ([ #1 ] ( https://github.com/RonasIT/tfjs-node-helpers/pull/1 ) )
172+ - [ ] Add an example of working with asynchronously loaded datasets ([ #14 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/14 ) )
173+ - [ ] Add an example of queued feature extraction and evaluation ([ #12 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/12 ) )
174+ - [ ] Add an example of storing the extracted features ([ #13 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/13 ) )
175+ - [ ] Feature normalization ([ #5 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/5 ) )
176+ - [ ] Categorical features ([ #19 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/19 ) )
177+ - [ ] Multiclass classification ([ #3 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/3 ) )
178+ - [ ] Regression ([ #2 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/2 ) )
179+ - [ ] Image classification ([ #4 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/4 ) )
180+ - [ ] Uncertainty ([ #15 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/15 ) )
181+ - [ ] Handle class imbalance problem ([ #10 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/10 ) )
182+ - [ ] Add more metrics ([ #17 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/17 ) )
183+ - [ ] Custom metrics ([ #18 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/18 ) )
184+ - [ ] Automated tests ([ #6 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/6 ) )
185+ - [ ] Continuous Integration ([ #11 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/11 ) )
186+ - [ ] Add more examples ([ #8 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/8 ) )
187+ - [ ] API reference ([ #9 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/9 ) )
188+ - [ ] Dashboard to visualize metrics over time ([ #7 ] ( https://github.com/RonasIT/tfjs-node-helpers/issues/7 ) )
189+
169190## Contributing
170191
171192Thank you for considering contributing to ` tfjs-node-helpers ` library! The
0 commit comments