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authoraktersnurra <gustaf.rydholm@gmail.com>2020-07-22 23:18:08 +0200
committeraktersnurra <gustaf.rydholm@gmail.com>2020-07-22 23:18:08 +0200
commitf473456c19558aaf8552df97a51d4e18cc69dfa8 (patch)
tree0d35ce2410ff623ba5fb433d616d95b67ecf7a98 /README.md
parentad3bd52530f4800d4fb05dfef3354921f95513af (diff)
Working training loop and testing of trained CharacterModel.
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## Todo
- [x] subsampling
-- [ ] Be able to run experiments
-- [ ] Train models
-- [ ] Implement wandb
-- [ ] Implement Bayesian hyperparameter search
+- [x] Be able to run experiments
+- [x] Train models
+- [x] Fix input size in base model
+- [x] Fix s.t. the best weights are saved
+- [x] Implement total training time
+- [x] Fix tqdm and logging output
+- [x] Fix basic test to load model
+- [x] Fix loading previous experiments
+- [ ] Check how to pass arguments to unittest (remove B009 then)
+- [x] Able to set verbosity level on the logger to terminal output
+- [ ] Implement Callbacks for training
+ - [ ] Implement early stopping
+ - [ ] Implement wandb
+ - [ ] Implement lr scheduler as a callback
+- [ ] Continuing reimplementing labs
- [ ] New models and datasets
+- [ ] Check that dataset exists, otherwise download it form the web. Do this in run_experiment.py.
+- [ ] Create repr func for data loaders
+- [ ] Be able to restart with lr scheduler
+- [ ] Implement Bayesian hyperparameter search
+- [ ] Try to fix shell cmd security issues S404, S602