Ollie Watkins struck a first-half hat-trick and Jack Grealish starred as Aston Villa claimed an incredible victory over Premier League champions Liverpool on Sunday.
Liverpool were without first-choice goalkeeper Alisson due to a shoulder injury and paid the price for some shambolic defending at Villa Park, with John McGinn adding to Watkins' treble in a rampant opening period for Dean Smith's men. Adrian's hopes of keeping a clean sheet were dashed within four minutes when his wayward pass to Joe Gomez was seized upon by Grealish, who squared for Watkins to slot home. However, on that occasion it was a second-string line-up and Klopp was not even in the dugout, as the first-team squad were away at the Club World Cup.
Watkins may have become the first player to score a Premier League hat-trick against Liverpool since Dimitar Berbatov inbut he could not have done it without Grealish.
With Alisson to be assessed "week by week", Klopp will be desperate to have him back as soon as possible. In his 21 appearances in all competitions for Liverpool, Adrian has now committed five errors leading directly to goals. Alisson has the same amount in 92 such games. Liverpool will hope to get back on track after the international break with a Merseyside derby against Evertonwhile Villa face Leicester City next.
Shocking, I know! Instead, it was just two, and former Chelsea man Mo Salah pulled one back for Liverpool to make it just past the half-hour mark. Salah pulled another one back, before Jack Grealish added one via a deflection Villa scored at least three via deflections and one more without one. Villa then hit the post for good measure, too.
These truly are pinch-yourself times at Villa, a European Cup champion in the s which was out of the Premier League from and was nearly relegated last season.
And making it all the sweeter, its coach and captain are both boyhood fans of the team. When soccer was suspended in March because of the coronavirus pandemic, Villa was in a tailspin. A loss at Leicester in what proved to be the final Premier League game before lockdown plunged the team from central England into the relegation zone on the back of four straight defeats.
Key has been a massive improvement defensively, which can partly be attributed to the work behind the scenes of Villa assistant manager John Terry, the former England and Chelsea captain.
Villa finished last season with the second worst defensive record in the league, with 67 goals conceded in 38 games. But in the final four games, Villa conceded only two goals and the clean sheets earned in hard-fought wins over Crystal Palace and Arsenal were vital in the team escaping relegation on the final day of the season thanks to a nervy draw at West Ham.
So far in this unpredictable season, when teams are scoring at a level never seen before in the Premier League era, Villa has the best defensive record with three clean sheets and only two goals conceded. Tyrone Mings and Ezri Konsa are unheralded center backs who have grown in assuredness and reliability since the end of last season.
They also carry a threat at set-pieces, just like Terry did as a player. Mings has managed to break into the England squad and the year-old Konsa is on the right track, too, thanks to some sound advice by Terry.
Goalkeeper Emiliano Martinez arrived from Arsenal, where he was second choice, and is a massive upgrade. He was called up by Argentina for the most recent international fixtures. Right back Matty Cash and striker Ollie Watkins were signed from second-tier Championship clubs and have looked at home at the highest level, with Watkins scoring a hat trick against Liverpool.
The transformational signing, though, could be midfielder Ross Barkley, who joined on loan from Chelsea on the final day of the window and has scored in each of his first two games, including the winner at Leicester last weekend.
Keeping hold of Grealish, who signed a new contract during the offseason, also provided a boost around the club. He made his debut for England this month, too. For older soccer fans, the sight of Villa near the top of the league is nothing to be shocked about.10 OF THE BEST - SPURS BEST GOALS AGAINST ASTON VILLA
The club is a seven-time English champion, a European Cup winner inand was an ever-present in the Premier League until relegation in For the newer generation, though, Villa is an upstart shaking up the established order in a season that looks like being wide open and when anything seems possible. The navigation could not be loaded.This sensitivity means that hand-tuning the topology and optimization algorithm can be difficult and time-consuming as the number of choices that lead to poor networks typically vastly outnumber the choices that lead to good ones.
To combat this problem, BigML offers first class support for automatic network topology search and parameter optimization. The algorithm BigML uses is a variant on the hyperband algorithm. Instead of selecting candidates for evaluation at random, however, we use an acquisition technique based on techniques from Bayesian parameter optimization. You can also list all of your deepnets. This argument can be used to change the names of the fields in the models of the deepnet with respect to the original names in the dataset.
All the fields in the dataset Specifies the fields to be included as predictors in the models of the deepnet. Example: false name optional String,default is dataset's deepnet The name you want to give to the new deepnet.
One per objective class. Each entry is map containing the specific parameters for the algorithm. See the Optimizer Object for more details. Specifies the type of ordering followed to build the models of the deepnet.
The range of successive instances to build the models of the deepnet. The final deepnet returned by the search is a compromise between the top n networks found in the search.
Example: true seed optional String A string to be hashed to generate deterministic samples.
Dataset sampling doesn't apply to evaluations for time series. BigML has learned some general rules about what makes one network structure better than another for a given dataset. Given your dataset, BigML will automatically suggest a structure and a set of parameter values that are likely to perform well for your dataset. This option only builds one network.
Example: true tags optional Array of Strings A list of strings that help classify and retrieve the deepnet. The theory is that these engineered features will linearize obvious non-linear dependencies before training begins, and so make learning proceed more quickly.
Example: "000005" Depending on the descent algorithm chosen and the topology of the network, certain other parameters may apply. You can also use curl to customize a new deepnet from the command line. For example, to create a new deepnet named "my deepnet" using descent algorithm "adam".
Once a deepnet has been successfully created it will have the following properties. Creating a deepnet is a process that can take just a few seconds or a few days depending on the size of the dataset used as input and on the workload of BigML's systems.She can do puzzles and is quite intelligent. Sylvia flat out sucked in multiple daily missions on Invasion. Then again, she also does these shows for fun, so it might not matter at all.
Her social and political game might be weak because her two female best friends (Amanda and Ashley) are taking a break this season. She has enemies from past seasons (Nicole, Kailah, and Tony). Her best friend in the house is Shane, who consistently looks out for himself over others. Sylvia needs to be a social butterfly and make some friends in order to have any type of political power in the house.
Good competitors have crumbled in the elimination arena. Sylvia has thrived in those situations. A good performance for Sylvia would be making it to the halfway point having seen no eliminations and not losing to anyone perceived as weaker than her. If Sylvia lost to Jemmye or Natalie, it would be a bad season for her. In terms of her chances of winning. They are almost non-existent. She struggled mightily in the mini final on Invasion.
There is a path for Sylvia to make the final and make money. She needs to do average in the challenges, wait for the fat to be trimmed, and then hope for Kailah and Cara Maria to go to war against each other. Let the powerhouses fight each other, sneak under the radar and take their spot in the final.
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See the latest listings of ballet and dance performances in New York City, including schedules and venues. The filmmaker Charles Atlas, who returns to filming dance after a ten-year hiatus, was a frequent and innovative Cunningham collaborator. And Silas Riener and Rashaun Mitchell were two of the most striking performers in the final iteration of the company. In 1932, for example, he created sets and costumes for the American avant-garde dancer and choreographer Ruth Page.
Afterward, Dakin Hart, a Noguchi scholar, and Meglin will hold a discussion. Harkness became home to the first faculty of modern dance in the United States, and its ranks over the years have attracted many pioneers in the field.
Every year, the Harkness Dance Festival and various performance series bring choreographers and performers at various stages of their careers to Buttenwieser Hall to celebrate the history and future of modern dance. The production, a miniature version of the story, is only an hour long, performed in front of an ingenious set piece that transforms itself over the course of the evening.
The British naval administrator and parliamentarian Samuel Pepys, for example, went on at great length in his journals about everything, from his bladder stones and his sexual escapades to what he had for lunch. When Merce Cunningham died, in 2009, his collaborators spun off in all directions, like planets in a solar system that has lost its sun.
Two of his dancers, Rashaun Mitchell and Silas Riener, began making work together, in a style that blends their choreographic identities. One suspects that Cunningham would have approved. And the company is dancing especially well these daysduring its winter season (at the David H.
The national company was founded long before the revolution, by the Cuban-born star Alicia Alonso, and remains a prized institution, as beloved as baseball. Modern dance has had a harder time putting down roots there, but lately that has started to change. Malpaso Dance Company, founded in 2012, is part of this new flowering.
The independently run company, stocked with vibrant, beautifully trained dancers, tours abroad extensively and, thanks in part to the Joyce Theatre Foundation, regularly commissions work from outside choreographers. Thank you to our students for making Summer 2017 a great success.A dictionary with an entry per field used by the model (not all the fields that were available in the dataset). They follow the same structure as the fields attribute above except that the summary is not present.
A Node Object, a tree-like recursive structure representing the model.
Ross Barkley’s Aston Villa make Premier League history in beating Liverpool, 7-2
Method of choosing best attribute and split point for a given node. For classification models, a number between 0 and 1 that expresses how certain the model is of the prediction. See the Section on Confidence for more details. Note that for models you might have created using the first versions of BigML this value might be null. An Objective Summary Object summarizes the objective field's distribution at this node.
If the objective field is numeric and the number of distinct values is greater than 32. If the objective field is categorical, an array of pairs where the first element of each pair is one of the unique categories and the second element is the count for that category.
If the objective field is numeric and the number of distinct values is less than or equal to 32, an array of pairs where the first element of each pair is one of the unique values found in the field and the second element is the count. A status code that reflects the status of the model creation. Example: "000005" boosting optional Gradient boosting options for the ensemble. Required to created an ensemble with boosted trees. Example: 128 description optional A description of the ensemble up to 8192 characters long.
Example: flase name optional The name you want to give to the new ensemble. Example: "000003" ordering optional Specifies the type of ordering followed to build the models of the ensemble. Example: 16 tags optional A list of strings that help classify and retrieve the ensemble. If no significant improvement is made on the holdout, boosting will stop early. This value should be between 0 (inclusive) and 1 (exclusive). Example: false iterations optional The maximum number of boosting iterations to be performed.
For regression problems, one boosted tree will be generated for every iteration.Or do you have suggestions for possible swaps and additions. Cater for everyone this Christmas. BBC Good Food has everything you need, from healthy recipe suggestions to vegetarian.
See our how to section. Get in touch More recipesGet in touchSubscribe to the magazineBBC Good Food eventsGood Food TV channel This website is made by BBC Worldwide.
Villa's rise sums up strange start to English Premier League
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