Gordo

Model builder:
- Add forecast based LSTM model (167)

Client:
- Non-zero exit code for client on errors (235)

General:
- Upgrade several dependencies
- Further tuning of the tests, improving runtime and stability.

- From this release onwards we push a dockerimage with the gordo client, named `gordo-components/gordo-client`.
- Add --forward-resampled-sensors to client predict, which can forward the sensor-data to influx when using POST (214).
- Various fixes to make the tests run significantly faster.

This is a minor release with two fixes

- Update dependency urllib3 >= 1.24.2 to address urllib3 security alert: https://nvd.nist.gov/vuln/detail/CVE-2019-11324
- Fix bug where the prediction only forwarded the last batch in batched POST mode (204)

- Fix missing swagger when viewed behind public DNS (https://github.com/equinor/gordo-components/pull/189)
- Load model and metadata before the ML server starts, storing in application (https://github.com/equinor/gordo-components/pull/192)
- Rename `DataProvider.load_dataframes` -> `DataProvider.load_series` (https://github.com/equinor/gordo-components/pull/196)
- Upgrade all dependencies (https://github.com/equinor/gordo-components/pull/199)
- Fix client closed session and use async functions instead of async generators for forwarders (https://github.com/equinor/gordo-components/pull/203)

- Pretty Sphinx-generated html documentation, available with `make docs`. (140)
- Add `lstm_symmetric` and `lstm_hourglass` as possible "kinds" to `KerasLSTMAutoEncoder` (159)
- IROC reader: Ignore empty files (171)
- Support `Troll A` in NCS-reader (176)
- Save and serve Keras model build history (loss/acc for all epochs) (148)
- Make Watchman report status & logs of model builders / servers to allow debugging without kubectl (164)
- Add ability to cache and re-use old models per project for faster model-deployments (184)
- Move gordo-demo into gordo-components with entry-point `gordo-components client` (165)

Notable updates for this release

- LSTM AutoEncoder support (https://github.com/equinor/gordo-components/commit/bcfc97ce120a0115b00452006e4824cc5eb7878b, https://github.com/equinor/gordo-components/commit/179794d56244656649c1ded8bdba9d8ca39bf9a9)

- RandomDataset Provider (https://github.com/equinor/gordo-components/commit/8318bdb0de62306adc1d96d38040bad666c35ec2)

- `row_filter` for `TimeSeriesDataset` (https://github.com/equinor/gordo-components/commit/0c2627b70c5e3f0ddce9a37c41b5e339b09a5756, https://github.com/equinor/gordo-components/commit/f930a0e431631bf59e0281548b6f8604542e278b)

- Travis build upgrades (https://github.com/equinor/gordo-components/commit/0e087bc4384e3c56c77d9e27b616dd3dbb538f04, https://github.com/equinor/gordo-components/commit/9767c75d1016acbc0a50ed8c78f123f9aae9f722)